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Tanaka Takayuki

Faculty of Information Science and Technology Systems Science and Informatics Informatics for System CreationProfessor
Education and Research Center for Mathematical and Data ScienceProfessor
Institute for Integrated Innovations Data-Driven Interdisciplinary Research Emergence DepartmentProfessor

ロボット工学,人間工学を基盤として,人間中心のものづくりができる人材育成を目指しています.人の手による作業の負担軽減を目的とした「軽労化®技術」の研究開発では,軽労化スーツ「スマートスーツ®」を開発し,実際に農業や介護の現場で使っていただける技術を,メーカー,ユーザーと一緒に創り上げています.役に立つ,夢のある技術を一緒に作りませんか?

Researcher basic information

■ Degree
  • Ph.D. (University of Electro-Communications), The University of Electro-Communications
■ URL
researchmap URLホームページURL■ Various IDs
J-Global ID■ Research Keywords and Fields
Research Keyword
  • パワーアシスト
  • 筋骨格モデル
  • 筋活動センシング
  • ペットロボット
  • 生物型ロボット
  • 視覚情報
  • 画像計測
  • 生体計測システム
  • 移動ロボット
  • ウェアラブルロボット
  • 人間機械システム
  • Mobile Robot
  • Wearable Robot
  • Human-Machine System
Research Field
  • Informatics, Human interface and interaction
  • Informatics, Database
  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering), Measurement engineering
  • Informatics, Intelligent robotics
  • Informatics, Perceptual information processing
  • Informatics, Mechanics and mechatronics
  • Informatics, Robotics and intelligent system
■ Educational Organization

Career

■ Career
Career
  • Jan. 2025 - Present
    Hokkaido University, D-RED
  • May 2023 - Present
    Hokkaido University, Education and Research Center for Mathematical and Data Science, Deputy Center Director
  • Apr. 2023 - Present
    University of Occupational and Environmental Health, Japan, Institute of Industrial Ecological Sciences, 非常勤講師
  • Apr. 2022 - Present
    Hokkaido University, Faculty of Informatio Science and Technology, 研究院長補佐
  • Jan. 2021 - Present
    Hokkaido University, Faculty of Information Science and Technology, Professor
  • Dec. 2024 - Dec. 2024
    Hokkaido University, Creative Research Institution D-RED
  • Apr. 2019 - Dec. 2020
    Hokkaido University, Faculty of Information Science and Technology, Associate Professor
  • Apr. 2007 - Mar. 2019
    Hokkaido University, Graduate School of Information Science and Technology, Associate Professor
  • Apr. 2004 - Mar. 2007
    Hokkaido University, Graduate School of Information Science and Technology, Associate Professor
  • Apr. 2003 - Mar. 2004
    University of Electro-Communications, 知能機械工学科, Associate Professor
  • Apr. 1996 - Mar. 2003
    University of Electro-Communications, 知能機械工学科, Assistant Professor
Educational Background
  • 1996, The University of Electro-Communications, 電気通信学研究科, 機械制御工学専攻, Japan
  • 1994, The University of Electro-Communications, Faculty of Electro-Communications, 機械制御工学科, Japan
Committee Memberships
  • Oct. 2025 - Present
    THE JAPANESE SOCIETY FOR REGENERATIVE MEDICINE AND REHABILITATION, Director, Society
  • Apr. 2025 - Present
    Robotics and Mechatronics Division, The Japan Society of Mechanical Engineers, Division Head, Society
  • Apr. 2007 - Present
    ロボティクスシンポジア運営委員会, 運営委員
  • Apr. 2024 - Mar. 2025
    日本機械学会ロボティクス・メカトロニクス部門, 副部門長, Society
  • Oct. 2022 - Mar. 2025
    HCMIコンソーシアム北海道拠点, 拠点長, Others
  • Apr. 2020 - Mar. 2025
    ロボティクスシンポジア運営委員会, 運営委員長, Society
  • Jan. 2014 - Dec. 2024
    Journal of Robotics and Mechatronics, Deputy Chief Editor, Others
  • Apr. 2010 - Mar. 2020
    ロボティクスシンポジア運営委員会, 幹事
  • Feb. 2017 - Feb. 2020
    計測自動制御学会, 理事,監事, Society
  • Sep. 2013 - Dec. 2017
    計測自動制御学会 システムインテグレーション部門, 運営委員, Society
  • Apr. 2015 - Mar. 2016
    日本機械学会ロボティクスメカトロニクス部門, 運営委員, Society
  • 2016
    第17回計測自動制御学会システムインテグレーション部門講演会, 実行委員長, Society
  • Jan. 2013 - Dec. 2014
    計測自動制御学会, 評議員, Society
  • Apr. 2011 - Mar. 2013
    日本ロボット学会, 理事, Society
  • 2008 - 2011
    計測自動制御学会, 北海道支部 幹事, Society
  • 2008 - 2009
    精密工学会, 北海道支部 幹事, Society
  • 2007 - 2008
    日本機械学会, 機素潤滑部門運営委員, Society
  • 2006 - 2007
    計測自動制御学会, 論文集委員, Society
  • 2007
    日本ロボット学会, 北海道ロボット技術研究専門委員会 幹事, Society
  • 2004 - 2006
    計測自動制御学会, システムインテグレーション部門運営委員, Society
  • 2004 - 2006
    日本ロボット学会, 評議員, Society
  • 2004
    日本機械学会, ロボティクスメカトロニクス部門欧文編集委員, Society
  • 1999 - 2002
    日本機械学会, ロボティクスメカトロニクス部門技術員会 委員, Society
  • 計測自動制御学会, システムインテグレーション部門 運営委員, Society
  • 日本機械学会, ロボティクスメカトロニクス部門 運営委員, Society
Position History
  • 数理・データサイエンス教育研究センター副センター長, 2023年5月1日 - 2025年3月31日

Research activity information

■ Awards
  • Jun. 2025, 日本機械学会ロボティクス・メカトロニクス部門, 分野融合研究優秀表彰
    Development of Augmented Jump SLIP model and Its Optimization based on Impulse Analysis
    Saizo Kamei;Takashi Kusaka;Taro Nakamura;Fumio Ito;Takashi Itsuno;Riku Takakuwa;Takayuki Tanaka, 37208901
  • Jun. 2025, 日本機械学会ロボティクス・メカトロニクス部門, ROBOMECH表彰(産業・実用分野)
    余事象動作を考慮した隠れセミマルコフモデルを用いたロバストな介護動作識別
    島田 悠之介;迎田 隆幸;日下 聖;遠藤 維;多田 充徳;宮田 なつき;田中 孝之
  • Feb. 2025, 計測自動制御学会システムインテグレーション部門, SI2024優秀講演賞
    作業者の運動計測と作業環境のデジタルツインに基づく軽労化DX
    日下 聖;草場 信之;岡田 繁;東 陽介;鈴木 善人;田中 孝之
  • May 2024, 日本機械学会ロボティクス・メカトロニクス部門, ROBOMECH表彰(産業・実用分野)
    外壁タイル非破壊検査のための電磁波多層走査法による空隙深さとサイズの同時推定
    田中孝之;アッサリム・ホセイン;本田匠;大野湧人;内田茂
  • Feb. 2023, 産業応用工学会, 論文賞
    残存機能を活用した立ち座り動作支援機器における適正アシスト力の選定と評価
    三上 隼人;土谷 圭央;田中 孝之;和田 親宗
  • Sep. 2022, 計測自動制御学会, フェロー称号
    田中孝之
  • Jun. 2022, Japan Society of Fisheries Engineering, Fisheries Engineering Paper Award
    Effect of Work Assistive Suit on Fishermen’s Physical Labor in Fish Unloading Task on a Skipjack Tuna Pole and Line Fishing Boat on Offshore Waters
    Hideyuki Takahashi;Kenji Yasuda;Takayuki Tanaka, Official journal, Japan
  • Nov. 2021, 日本再生医療とリハビリテーション学会, 第3回日本再生医療とリハビリテーション学会学術大会
    最優秀賞
    吉田道拓;田中孝之;土谷圭央, Japan society, Japan
  • Dec. 2020, 計測自動制御学会システムインテグレーション部門, 部門研究奨励賞
    X線画像解析に基づく腰部締付力による人体腰部の関節剛性変化のモデル化
    吉田道拓;田中孝之;金子勇斗;土谷圭央;神島保
  • Mar. 2019, 計測自動制御学会システムインテグレーション部門, SI2018優秀講演賞
    杖型立ち座り支援器具
    田中孝之;勝長達平;橋元裕紀;平石聖;土谷圭央
  • 2018, 日本ロボット学会, フェロー
    田中 孝之
  • Dec. 2017, 計測自動制御学会システムインテグレーション部門, 部門貢献賞
    田中 孝之
  • Jan. 2017, Hokkaido University, Hokkaido University President's Award for Outstanding Research
    Takayuki Tanaka
  • Feb. 2016, 北海道, 北海道科学技術奨励賞
    軽労化技術スマートスーツの研究開発と普及活動
    田中 孝之
  • Jan. 2014, Japan Society of Mechanical Engineers, Fellow
    Takayuki Tanaka
  • 2012, 第24回中小企業優秀新技術・新製品賞 産学官連携特別賞
    Japan
  • 2011, 2011年度精密工学会北海道支部優秀プレゼンテーション賞
    Japan
  • 2011, ヒューマンインタフェース学会論文賞
    Japan
  • 2010, 日本機械学会ロボティクス・メカトロニクス部門貢献表彰
    Japan
  • 2009, 計測自動制御学会システムインテグレーション部門貢献賞
    Japan
  • 2009, 日本機械学会北海道支部賞(研究技術賞)
    Japan
  • 2008, SI2008優秀講演賞
    Japan
  • 2008, (社)精密工学会2008年度北海道支部学術講演会技術賞
    Japan
  • 2008, 計測自動制御学会論文賞
    Japan
  • 2007, ICROS ICCAS2007 Student Paper Award
  • 2007, SPIE ISOT2007 Best Paper Award
  • 2007, 画像センシングシンポジウム優秀論文賞
    Japan
  • 2007, ICROS ICCAS2007 Student Paper Award
  • 2007, SPIE ISOT2007 Best Paper Award
  • 2006, SI2006優秀講演賞
    Japan
  • 2006, (社)精密工学会2006年度北海道支部学術講演会技術賞
    Japan
  • 2005, SPIE ISOT2005 Best Student Paper Award
  • 2005, SPIE ISOT2005 Best Student Paper Award
  • 2004, SI2004ベストセッション賞
    Japan
  • 2003, SI2003優秀講演賞
    Japan
■ Papers
  • Salient Behavior Extraction in Construction Machinery Operation Using Motion Propagation Forces
    Ryo Sumiyama; Takashi Kusaka; Hironori Gunji; Yuichi Kurita; Fumiya Sakamoto; Masaru Ito; Yusuke Kamimura; Takayuki Tanaka
    2026 IEEE/SICE International Symposium on System Integration (SII), 1119, 1124, IEEE, 11 Jan. 2026, [Peer-reviewed], [Last author]
    English, International conference proceedings, This study proposes a vibration-feedback method to enhance kinesthetic perception while reducing lumbar load during the teleoperation of construction machinery. The angular acceleration of the operator’s seat is dynamically estimated from joint torques, and salient vibration components are extracted from their decomposed terms. Using the partial Lagrangian method and the concept of motion-propagation force, we isolate the torque component at the base joint induced by the motion of a specific link and analyze its contribution to seat angular acceleration via wavelet transforms. Excavation experiments demonstrate that the extracted component significantly influences seat angular acceleration, suggesting that selective vibration feedback can preserve operational feel while alleviating operator workload.
  • MRF-Based Mapping of Fetal and Maternal Deformations for Understanding and Supporting Fetal Movement Perception
    Haruka Matoba; Takashi Kusaka; Koji Shimatani; Dongmin Kim; Hoshinori Kanazawa; Yasuo Kuniyoshi; Takayuki Tanaka
    2026 IEEE/SICE International Symposium on System Integration (SII), 832, 837, IEEE, 11 Jan. 2026, [Peer-reviewed], [Last author]
    English, International conference proceedings, This study proposes a foundational method for objectively classifying whether mothers can easily perceive fetal movements, a crucial indicator in perinatal care. Traditional fetal movement assessments rely on subjective maternal reports or wearable sensor-based methods susceptible to external noise.This paper applies the previously established Multi-Resolution Feature (MRF) method to independently quantify both fetal and maternal deformation from simulated fetal movement videos. We constructed a novel fetal-maternal deformation map using these deformation values as axes. The results demonstrate that this map can visually represent the relationship between fetal and maternal deformation. Furthermore, exploratory analysis of the data distribution on the map suggested the existence of distinct fetal movement patterns: movements accompanied by significant maternal abdominal wall deformation (likely perceived by the mother) and movements where the fetus is active but less transmission occurs to the mother (likely difficult for the mother to perceive). This method is expected to be a stepping stone towards establishing a new approach for more detailed assessment of fetal health and, consequently, improving the quality of perinatal medical care.
  • Representation of Jacobian Matrix Using Computational Graphs And Its Applications
    Hironori Gunji; Takashi Kusaka; Takayuki Tanaka
    IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society, 1, 6, IEEE, 14 Oct. 2025, [Peer-reviewed]
    English, International conference proceedings, 51322646
  • Reproduction of Human Locomotion Transitions Based on Motion Intention Using a Strategy-Tactics Framework
    Masaki Kitagawa; Takayuki Tanaka; Akihiko Murai; Takashi Kusaka
    2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 6635, 6640, IEEE, 05 Oct. 2025, [Peer-reviewed]
    English, International conference proceedings, This paper proposes a hierarchical motion generation model that integrates individual intent into dynamic locomotion control, aiming to reproduce transitions between walking and running within a unified physical framework. The model consists of a strategy layer that reflects high-level objectives such as speed and energy efficiency, and a tactics layer that adjusts physical parameters such as leg stiffness, touchdown angle, and applied force. These layers interact through dynamically modulated control gains, allowing motion transitions to emerge naturally without explicit switching mechanisms. Simulations based on an extended Spring-Loaded Inverted Pendulum (SLIP) model demonstrate that differences in acceleration duration and energy supply result in diverse locomotion patterns. Notably, a transition from walking to running occurs when both acceleration intensity and additional energy surpass specific thresholds. The results highlight the model’s capacity to capture hysteresis-like features in human gait transitions and emphasize the importance of coordinated tactical control. Future work will address integrating multiple tactical elements and experimental validation toward applications in assistive robotics and human movement analysis., 51322646
  • A Chain Rule-Based Generalized Framework for Efficient Dynamic Analysis of Complex Robotic Systems
    Takashi Kusaka; Takayuki Tanaka
    Robotics, 14, 9, 115, 115, MDPI AG, 25 Aug. 2025, [Peer-reviewed], [Invited]
    English, Scientific journal, System representation via computational graphs has become a cornerstone of modern machine learning, underpinning the gradient-based training of complex models. We have previously introduced the Partial Lagrangian Method—a divide-and-conquer approach that decomposes the Lagrangian into link-wise components—to derive and evaluate the equations of motion for robot systems with dynamically changing structures. That method leverages the symbolic expressiveness of computational graphs with automatic differentiation to streamline dynamic analysis. In this paper, we advance this framework by establishing a principled way to encode time-dependent differential equations as computational graphs. Our approach, which augments the state vector and applies the chain rule, constructs fully time-independent graphs directly from the Lagrangian, eliminating the erroneous time-derivative embeddings that previously required manual correction. Because our transformation is derived from first principles, it guarantees graph correctness and generalizes to any system governed by variational dynamics. We validate the method on a simple serial-link robotic arm, showing that it faithfully reproduces the standard equations of motion without graph failure. Furthermore, by compactly representing state variables, the resulting computational graph achieves a seven-fold reduction in evaluation time compared to our prior implementation. The proposed framework thus offers a more intuitive, scalable, and efficient design and analysis of complex dynamic systems.
  • Improving Motion Estimation Accuracy in Underdetermined Problems Using Physics-Informed Neural Networks with Inverse Kinematics and a Digital Human Model
    Yuya Hishikawa; Takashi Kusaka; Yoshifumi Tanaka; Yukiyasu Domae; Naoki Shirakura; Natsuki Yamanobe; Yui Endo; Mitsunori Tada; Natsuki Miyata; Takayuki Tanaka
    Electronics, 14, 15, 3055, 30 Jul. 2025, [Peer-reviewed], [Invited], [Last author]
    English, Scientific journal, With the rapid technological advancements in wearable devices, motion and health management have significantly improved, enabling the measurement of various biometric data with compact equipment. Our research focuses on motion measurement but, in general, full-body motion estimation requires motion capture systems or multiple inertial sensors, making it necessary to directly measure movement itself. In this study, we propose estimating full-body posture using inverse kinematics based on trunk posture and limb-end information collected through wearable devices. To enhance estimation accuracy in this underdetermined problem, we employ Physics-Informed Neural Networks (PINNs), which efficiently learn using physical laws as a loss function, along with a high-precision inverse kinematics model of a digital human. Through this approach, we enable high-accuracy full-body posture estimation even with wearable devices in underdetermined scenarios.
  • Development of a simple mechanical model to evaluate running economy for designing running augmentation suits
    Hiromu Mori; Takayuki Tanaka; Akihiko Murai; Takashi Kusaka; Yumeko Imamura
    ROBOMECH Journal, 12, 7, 18 Jul. 2025, [Peer-reviewed]
    English, Scientific journal, Abstract
    This paper presents a simple mechanical model capable of evaluating a running effectiveness index

    $$\epsilon _{EI}$$


    ϵ

    EI




    based on mechanical energy. We extended a spring-loaded inverted pendulum model, considering the biomechanical determinants of running economy (RE), to develop a simplified mechanical model that can accurately represent the

    $$\epsilon _{EI}$$


    ϵ

    EI




    calculated by a detailed running model. To assess the accuracy of the proposed model in estimating RE, we computed the

    $$\epsilon _{EI}$$


    ϵ

    EI




    using both the proposed and detailed models, based on data obtained from running experiments. A linear regression analysis using the least squares method was performed to analyze the relationship between the

    $$\epsilon _{EI}$$


    ϵ

    EI




    values calculated by the two models. The regression analysis results of the

    $$\epsilon _{EI}$$


    ϵ

    EI




    values obtained from the two models yielded significant F-statistics (

    $$p < 0.01$$


    p
    <
    0.01



    ) for all four participants, demonstrating that the proposed model can sufficiently represent the running economy index calculated by the detailed model.
    , 37208901
  • Enhancement of precision in electromagnetic radar exterior wall inspection through model-based analysis of measurement uncertainty
    Keina Kitaura; Takashi Kusaka; Takumi Honda; Takayuki Tanaka
    ROBOMECH Journal, 12, 1, Springer Science and Business Media LLC, 29 May 2025, [Peer-reviewed], [Last author]
    English, Scientific journal, A model-based approach using tile-based models was developed to estimate the depth and size of voids within exterior walls. However, during field applications with portable devices, antenna misalignment has been identified as a key factor reducing the accuracy of these estimations. To address this issue, an index was proposed to evaluate measurement uncertainty through model-based analysis, enhancing data accuracy. Additionally, data accuracy was improved by incorporating labeling from electromagnetic radar and hammering inspection results. The efficacy of the proposed method was validated through data analysis from building exterior wall inspections at construction sites, followed by comparisons of the estimated results. Notably, when classifying tiles as healthy or defective, linear separations in void depth and size increased by 0.549, while separation in void size increased by 0.522.
  • Uncertain Shape and Deformation Recognition Using Wavelet-Based Spatiotemporal Features
    Haruka Matoba; Takashi Kusaka; Koji Shimatani; Takayuki Tanaka
    Electronics, 14, 11, 2131, 2131, MDPI AG, 23 May 2025, [Peer-reviewed], [Invited], [Last author]
    English, Scientific journal, This paper proposes a wavelet-based spatiotemporal feature extraction method for recognizing uncertain shapes and their deformations. Uncertain shapes, such as hand gestures and fetal movements, exhibit individual and trial-dependent variations, making their accurate recognition challenging. Our approach constructs shape feature vectors by integrating wavelet coefficients across multiple scales, ensuring robustness to rotation and translation. By analyzing the temporal evolution of these features, we can detect and quantify deformations effectively. Experimental evaluations demonstrate that the proposed method accurately identifies shape differences and tracks deformations, outperforming conventional approaches such as template matching and neural networks in adaptability and generalization. We further validate its applicability in tasks such as hand gesture recognition and fetal movement analysis from ultrasound videos. These results suggest that the proposed wavelet-based spatiotemporal feature extraction technique provides a reliable and computationally efficient solution for recognizing and tracking uncertain shapes in dynamic environments.
  • A Motion Propagation Force Analysis of Multi-DoF Systems Using the Partial Lagrangian Method
    Hironori Gunji; Takashi Kusaka; Takayuki Tanaka
    Robotics, 14, 5, 54, 24 Apr. 2025, [Peer-reviewed], [Last author]
    English, Scientific journal, A partial Lagrangian method is proposed as an inverse dynamics analysis method for multi-link systems. This method, combined with automatic differentiation, allows for the derivation of equations of motion and analytical extraction of motion-induced torque components. We introduce the concept of motion propagation force to describe joint torque components generated by the motion of other joints. This concept aligns with existing notions such as interaction torque, while providing a novel analytical perspective. The effectiveness of the proposed method is confirmed through simulations using a three-DoF arm model, where motion propagation torques are visualized and validated. This method is useful for motion analysis and impedance control in complex robotic systems., 37208901
  • A Modification Method for Domain Shift in the Hidden Semi-Markov Model and Its Application
    Yunosuke Shimada; Takashi Kusaka; Takayuki Mukaeda; Yui Endo; Mitsunori Tada; Natsuki Miyata; Takayuki Tanaka
    Electronics, 14, 8, 1579, 13 Apr. 2025, [Peer-reviewed], [Invited], [Last author]
    English, Scientific journal, In human behavior recognition using machine learning, model performance degrades when the training data and operational data follow different distributions which is a phenomenon known as domain shift. This study proposes a method for domain adaptation in the hidden semi-Markov model (HSMM) by modifying only the emission probability distributions. Assuming that the state transition probabilities remain unchanged, the method updates the emission probabilities based on the posterior distribution of the target domain. This approach enables domain adaptation with minimal computational cost without requiring model retraining. The effectiveness of the proposed method was evaluated on synthetic time-series data from different domains and actual care work data, achieving recognition performance comparable to that of models retrained for each domain. These findings suggest that the proposed method applies to various time-series data analysis tasks requiring domain adaptation.
  • Stabilization of Signal Decomposition Based on Frequency Entrainment Phenomena
    Keina Kitaura; Takashi Kusaka; Koji Shimatani; Takayuki Tanaka
    Electronics, 14, 6, 1163, 16 Mar. 2025, [Peer-reviewed], [Invited], [Last author]
    English, Scientific journal, With advancements in the miniaturization and lightweight design of computers and electronic devices, wearable sensors are now widely utilized in fields such as healthcare and medicine. Signals obtained from wearable sensors often contain a mix of biological signals and noise. Typically, wearable sensor measurements focus on a single signal of interest (SoI), treating other signals as noise. While methods for separating multiple signals exist, the stable tracking of frequency variations during signal separation remains an unresolved challenge. Biological signal and human motion measurements often face issues such as noise, temporal disconnections, dropouts, and frequency variations. To address these challenges, we developed a method that can stably separate and extract SoI from measurement data. We demonstrated the effectiveness of the proposed method through simulations replicating common measurement issues. By applying the method, we show that SoI frequency estimates can be obtained with a high accuracy. Furthermore, we confirm that the method can separate multiple SoIs from a single measurement dataset, highlighting its utility. Finally, we validate that the proposed method can reliably extract multiple SoIs, such as heart rate, walking rhythm, and breathing rate, from actual data measured using stretch sensors, achieving results consistent with simulations.
  • Motion Tactics Model Combining Multiple Tactics to Represent Individual Differences in Human Running Motion
    Masaki Kitagawa; Takayuki Tanaka; Akihiko Murai; Takashi Kusaka
    Applied Sciences, 15, 6, 3221, 3221, MDPI AG, 15 Mar. 2025, [Peer-reviewed]
    English, Scientific journal, Human running is a simple, periodic motion; however, the underlying mechanisms that generate this motion are complex, resulting in individual variations even when the same locomotion goal is pursued. Current generalized locomotion studies have not adequately explained these variations. To address this gap, we focus on the concept of motion strategy, which involves selecting different approaches to accomplish a task. Our objective is to develop a simulation that integrates these motion strategies. Achieving this requires both a deep understanding of the mechanisms behind human motion generation and the development of a system that can reproduce these mechanisms within a simulation. In this study, we propose a motion tactics model and develop a simulation system to replicate motions guided by these strategies. The simulation results were compared with experimental data to assess the effectiveness of the proposed model in replicating individual differences in motion. The model generated multiple motion states and showed it could select unique outcomes by combining different tactics, confirming its validity and feasibility. This approach demonstrated the potential for representing the characteristics in individual motion., 37208901
  • Partial Torque Tensor and Its Building Block Representation for Dynamics of Branching Structures Using Computational Graph
    Takashi Kusaka; Takayuki Tanaka
    Robotics, 14, 3, 31, 10 Mar. 2025, [Peer-reviewed], [Last author], [International Magazine]
    English, Scientific journal, The Euler–Lagrange and Newton–Euler methods are typically used to derive equations of motion for serial-link manipulators. We previously proposed a partial Lagrangian method, which is similar to the Lagrangian method, for handling the equations of motion analytically. Moreover, the proposed method can efficiently handle multi-link analyses, similar to the Newton–Euler method. The partial Lagrangian method organizes the Lagrangian, which is obtained from the link structure, and torque, which is obtained by differential operations, into a table that can be easily handled by both manual calculations and computer analysis. Furthermore, by representing it using a computational graph, it is possible to perform dynamic analysis while maintaining the structure of a system. By observing the intermediate nodes of this computational graph, it is possible to observe how the torque generated at a particular link affects the joint. Organizing the structure with graphs allows us to consider complex systems as a collection of subgraphs, making this method highly compatible with our proposed partial Lagrangian approach. This study shows that the partial torque tensor can be used as an analog of the partial torque table for serial-link systems by interpreting the meaning of the table, i.e., the partial torque, as the interaction between the links in order to simplify the treatment of branching link systems. Due to the use of the partial torque tensor, the dimensions of the tensor correspond one-to-one with the number of branches, allowing the description of any branching system. Furthermore, by using the proposed building block representation, even complex branching systems can be easily designed and analyzed., 37208901
  • Torsion as a Mechanism for Enhancing Torso Mobility by Increasing Instantaneous Torque Transfer Ratio
    Shunsuke Nakamae; Takayuki Tanaka; Akihiko Murai; Takashi Kusaka
    Journal of Robotics and Mechatronics, 37, 1, 222, 230, 20 Feb. 2025, [Peer-reviewed]
    English, Scientific journal, This study analyzed upper torso rotation, which is crucial for improving pitch velocity and minimizing upper limb load during pitching. A simplified model was developed to facilitate the analysis which focused on torso torsion. In this model, the instantaneous torque transfer ratio and torso mobility were defined as key indices. We experimentally verified how these indices vary under three conditions: no torsion, static torsion, and dynamic torsion. The results demonstrate that torso mobility increases in conjunction with the instantaneous torque transfer ratio. Both static and dynamic torsion conditions resulted in higher instantaneous torque transfer ratios compared to the no-torsion condition. In static torsion, the maximum torso mobility was, on average, 26% greater than that observed under no torsion. In dynamic torsion, the maximum torso mobility was, on average, 69% greater than that observed under no torsion. These results indicate that torsion is effective in increasing both the instantaneous torque transfer ratio and torso mobility and that this effect is stronger in dynamic torsion. Therefore, torsion increased the angular velocity of the upper torso in response to torque input from the lower limb, potentially resulting in higher ball velocity and a reduction in upper limb strain. Additionally, the findings imply that the input required from the lower limbs to achieve a specified pitch velocity may be reduced. The simplified model and indices proposed in this study provide a foundation for designing exercise intervention techniques, evaluating athletic performance, and assessing injury risk related to torso rotation., 37208901
  • Analysis of stiffness changes and factors induced by smart suit with trunk kinetic chain SLIP model
    Hiromu Mori; Takayuki Tanaka; Akihiko Murai; Takashi Kusaka; Yumeko Imamura
    ROBOMECH Journal, 12, 1, Springer Science and Business Media LLC, 18 Jan. 2025, [Peer-reviewed]
    English, Scientific journal, We are currently developing a suit that assists human running motion based on the Smart Suit (SS). The SS is a wearable assistive device that intervenes in trunk kinetic chain movements by linking trunk rotation to hip flexion and extension through elastic belts. By intervening in the trunk kinetic chain, our goal is to enhance stiffness, thereby improving running economy and speed. The purpose of this study is to acquire fundamental insights into the changes in leg and trunk rotational stiffness induced by the SS, as well as the underlying mechanisms. We defined the SS torque intervention rate $$p_{ss}$$ , which focuses on the magnitude of force, and the peak time difference index, $$e_{lag}$$ , between SS and humans, which focuses on the timing of force, and analyzed the relationship between the stiffness change rate due to SS wearing. The results of the analysis suggest that SS affects human running sensitively rather than mechanically. We also confirmed that the degree of adaptation to SS, assessed by the timing gap between SS exertion and human exertion, contributes significantly to changes in trunk rotation stiffness., 37208901
  • Can Forward Dynamics Simulation with a Simple Model Represent Complex Rotations of the Torso with Torsion?
    Shunsuke Nakamae; Takayuki Tanaka; Akihiko Murai; Takashi Kusaka
    Proceedings of the 2024 IEEE International Conference on Robotics and Biomimetics, 675, 680, Dec. 2024, [Peer-reviewed]
    English, International conference proceedings, This study generates and analyzes human torso rotation and torsion unisng a simple model (TRM sim). As most injuries happen in the upper limb during pitching related to torso rotation and torsion, TRM sim is effective in baseball First, we designed TRM sim and generated the motion by forward dynamics. For validation, we measured three different human torso rotations with varying degrees of torsion. By aligning the peak values of input and their timings with human motions, TRM sim represented human motion, such as the relationship between torsion and the angular impulse of trunk muscle torque. These results suggest that TRM sim can represent torso rotation with different torsion levels. This study aims to generate torso rotations with various torsion to reduce upper limb load during pitching, with potential applications in designing intervention techniques., 37208901
  • Complementary Event Motion Classification for Robust Identification and Care Work Identification Using Hidden Semi-Markov Model
    Yunosuke SHIMADA; Takayuki MUKAEDA; Takashi KUSAKA; Yui ENDO; Mitsunori TADA; Natsuki MIYATA; Takayuki TANAKA
    Transactions of the Society of Instrument and Control Engineers, 60, 12, 620, 630, The Society of Instrument and Control Engineers, Dec. 2024, [Peer-reviewed], [Last author]
    Japanese, Scientific journal, In this paper, we propose a work description by elemental motion and a work identification method for creating detailed care records. This method describes tasks as a time-series of elemental motion and identifies care works. In order to achieve robust work identification against irregular motion and annotation of incorrect motion labels during a work, some elemental motion are integrated into one class as complementary event motion. Using the time-series data of elemental motion information, our proposed work identification method utilizing Hidden Semi-Markov Models can recognize performed care works based on the frequency distribution of state transitions. In the experiment, three simulated care works were measured and identified. In addition, simulations using artificial data were conducted to verify the robustness of the proposed method. Furthermore, we measured actual caregiving tasks at a nursing home to confirm whether the task detection was feasible. The results demonstrated the effectiveness of the proposed system.
  • Motor Imagery Training System based on the EquilibriumTrajectory Hypothesis
    Yuma Ito; Takayuki Tanaka; Takashi Kusaka
    Proceedings of JSME The 8th International Conference on Advanced Mechatronics (ICAM 2024), Nov. 2024, [Peer-reviewed]
    English, International conference proceedings, 37208901
  • Development of Augmented Jump SLIP model and Its Optimization based on Impulse Analysis
    Saizo Kamei; Takashi Kusaka; Taro Nakamura; Fumio Ito; Takashi Itsuno; Riku Takakuwa; Takayuki Tanaka
    Proceedings of JSME The 8th International Conference on Advanced Mechatronics (ICAM 2024), Nov. 2024, [Peer-reviewed]
    English, International conference proceedings, 37208901
  • HSMM based dairy cows behavior model capable of capturing changes due to food intake
    Yuriya Ishikawa; Takashi Kusaka; Asahi Matsuda; Takayuki Mukaeda; Shiho Ishikawa; Ryotaro Inoguchi; Takayuki Tanaka
    Proceedings of JSME The 8th International Conference on Advanced Mechatronics (ICAM 2024), Nov. 2024, [Peer-reviewed]
    English, International conference proceedings
  • An Image-based Measurement for Estimating Feed Intake inDaily Cows
    Ryotaro Inoguchi; Asahi Matsuda; Takayuki Tanaka; Takashi Kusaka; Takayuki Mukaeda; Shiho Ishikawa; Yuriya Ishikawa
    Proceedings of JSME The 8th International Conference on Advanced Mechatronics (ICAM 2024), Nov. 2024, [Peer-reviewed]
    English, International conference proceedings
  • Pseudo-Normalization via Integer Fast Inverse Square Root and Its Application to Fast Computation without Division
    Takashi Kusaka; Takayuki Tanaka
    Electronics, 13, 15, 2955, 2955, MDPI AG, 26 Jul. 2024, [Peer-reviewed], [Invited]
    English, Scientific journal, Vector normalization is an important process in several algorithms. It is used in classical physical calculations, mathematical techniques, and machine learning, which has witnessed significant advancements in recent years. Normalization and regularization ensure the stability of solutions and play an important role in algorithm convergence. Normalization typically refers to the division of elements by their norm. Division should not be used in algorithmic implementations because its computational cost is considerably higher than that of multiply–add operations. Based on this, there is a well-known method referred to as the fast inverse square root (FISR) algorithm in floating-point calculations (IEEE754). In deeper-level embedded systems that require fast responses or power efficiency, integer instead of real number arithmetic (floating-point number arithmetic) should be used to increase speed. Conversely, in deeper-level embedded systems that require fast responses or power efficiency, integer arithmetic should be used instead of real number arithmetic (floating-point number arithmetic) to increase speed. Therefore, embedded engineers encounter problems in instances in which they use integer arithmetic for implementation, but real number arithmetic is required to compute vectors and other higher-dimensional algebra. There is no conventional normalization algorithm similar to the FISR algorithm for integer arithmetic; however, the proposed pseudo-normalization achieves vector normalization within a restricted domain using only multiply–add operations and bit shifts. This allows for fast and robust operations, even for low-performance MCUs that do not have power-efficient FPUs. As an example, this study demonstrates the computation of the arctangent (Arctan2 function; atan2(y, x)) with high precision using only integer multiply–add operations. In this study, we proposed a method of vector normalization using only integer arithmetic for embedded systems and confirmed its effectiveness by simulation using Verilog. The research results can contribute to various fields such as signal processing of IMU sensor data, faster artificial intelligence training, and efficient rendering of computer graphics.
  • Optimization of Torsional Spring Constants for Walking Assist Devices Using Torsion Springs Based on Dynamics Simulation
    Saizo Kameia; Yoshio Tsutiya; Takayuki Tanaka; Masaki Kitagawa
    産業応用工学会論文誌, 12, 1, 92, 100, 15 Mar. 2024, [Peer-reviewed]
    Japanese, Scientific journal
  • The Validation of the Improvement Effect of Maneuverability on Power Assist System using Guidance Force of Toward the Planned Trajectory Considering Approachability
    Junki Matsuda; Takayuki Tanaka
    Journal of the Robotics Society of Japan, 41, 9, 789, 796, The Robotics Society of Japan, Nov. 2023, [Peer-reviewed]
    Japanese, Scientific journal, This research aims to improve maneuverability for power assist system based on guidance force field. This paper describes a method of improving maneuverability using guidance force field of toward the desired trajectory considering approachability on the impedance-controlled manipulator. The approachability in this study means the direction where to approach target work piece. The guidance force field generated toward planned trajectory considering approachability based on Minimum-Jerk Model. It was designed to be easy to apply operator's mind, because the guidance force was designed to decrease when the difference between the desired trajectory and the end-effector position was increased using spreading parameter of guidance force field. Moreover, we defined evaluation function to evaluate maneuverability for guidance force field. As a result of study, we confirmed that the proposed method can improve maneuverability through experiments.
  • Reconstructive Approach for Detection and Analysis of Hemiplegia in Human Walking Motion Based on Musculoskeletal Model
    Daniel Tunmise Fatunmbi; Takayuki Tanaka
    2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct. 2023, [Peer-reviewed]
    English, International conference proceedings
  • Fundamental Knowledge Acquisition by Using Wearable Sensor for “KEIROKA” of Construction Industry
    Yoshio TSUCHIYA; Yoshifumi TANAKA; Takayuki TANAKA
    IFAC-PapersOnLine, 56, 2, 9709, 9714, Elsevier BV, Jul. 2023, [Peer-reviewed]
    English, International conference proceedings
  • Musculoskeletal Model Capable of Reproducing Lumbar Extension Motion Strategy Based on the Equilibrium Point Hypothesis
    Masahiro Sato; Michihiro Yoshida; Takashi Kusaka; Yusuke Suzuki; Takayuki Tanaka
    Journal of Robotics and Mechatronics, 35, 3, 762, 770, Fuji Technology Press Ltd., 20 Jun. 2023, [Peer-reviewed], [Corresponding author]
    English, Scientific journal, We considered the change in joint stiffness as a motion strategy in human lumbar extension movement. We developed a musculoskeletal model that can reproduce this motion strategy and attempted to clarify the individual characteristics and differences in motion strategy. This model reproduces changes in lumbar joint stiffness during movement by appropriately adjusting parameters such that they represent the motion strategy. Using this model, we identified parameters in lumbar extension exercises for six participants with differences in lumbar joint stiffness and examined changes in lumbar joint stiffness and motion strategies. The results showed that participants with similar changes in joint stiffness had commonalities in their motion strategies., 37208901
  • A Correction Method for Muscle Stiffness Sensors to Measure Transversus Abdominis Activity
    Shunsuke Nakamae; Takayuki Tanaka; Koji Shimatani
    Journal of Robotics and Mechatronics, 35, 3, 810, 822, Fuji Technology Press Ltd., 20 Jun. 2023, [Peer-reviewed]
    English, Scientific journal, The transversus abdominis muscle is important for various human functions, including the prevention of back pain and the use of muscle activity values as an indicator for the treatment of urinary incontinence. Measuring muscle activity is an effective means of evaluating whether correct training has been performed. The transversus abdominis muscle stiffness sensor developed in a previous study used a method in which a belt with a sensor attached was wrapped around the lower back, which made measurement simple but also caused problems owing to the influence of phenomena other than muscle activity on the measurement data. Therefore, we propose a novel correction method to calculate the muscle activity of this sensor accurately, which can be used for simple measurements. We propose a formula to compensate for effects other than muscle activity based on a model equation that includes contact conditions and belt tension, which affect the muscle stiffness sensor value. We evaluated the validity of the correction equation from simulations and the change in similarity owing to the correction by simultaneously measuring the muscle action potentials and muscle stiffness sensor values during breathing movements with muscle activity. The proposed correction method improved the muscle stiffness data during respiration and contraction. It is possible to improve the measurement accuracy by improving the calibration method and hardware., 37208901;27113973
  • Optimizing the number of scan layers in multi-layered scanning methods for detecting void sizes in concrete building tiles using electromagnetic waves
    Hussain Alsalem; Takayuki Tanaka; Takumi Honda; Shigeru Uchida; Wakuto Ono
    2023 IEEE/SICE International Symposium on System Integration (SII), 1, 5, IEEE, 17 Jan. 2023, [Peer-reviewed]
    English, International conference proceedings, Electromagnetic waves have proven to be efficient in detecting voids in concreted building tiles. However, obstacles, such as the difficulty of data analysis and the need to use relatively large equipment on-site, lead to increased costs. The multilayer survey method (MLS) provides a qualitative and fundamental solution to this dilemma. Because it is based on multiple scans, it still has the potential to improve the quantity and location of the required scanning layers, which will increase the accuracy and speed of the results. MLS was conducted on actual tiled concrete, which includes voids of several sizes. A comparison of the simulation and experimental results showed that there was a possibility of optimizing the number of scan layers. The ability to optimize scanning layers was demonstrated both theoretically and empirically.
  • Lumbar mechanical model capable of reproducing joint stiffness changes during lumbar extension motion
    Masahiro Sato; Takayuki Tanaka; Michihiro Yoshida; Yusuke Suzuki
    2023 IEEE/SICE International Symposium on System Integration (SII), 1, 6, IEEE, 17 Jan. 2023, [Peer-reviewed]
    English, International conference proceedings, In this study, we developed a lumbar mechanical model that can reproduce the changes in joint stiffness during lumbar extension motion in humans. Earlier reports suggest that during lumbar extension motion joint stiffness varies from person to person. The individual differences in the way joint stiffness changes during lumbar extension motion are caused by individual differences in motion strategy, developed with reference to the equilibrium-point hypothesis, which is one of the clues to the elucidation of the human motor control law. We herein describe the development process of the model and examine the possibility of verifying individual differences in movement strategies by reproducing joint stiffness changes.
  • Measurement of the Void Size Between Wall Tiles and Concrete Through Nondestructive Inspection Using Electromagnetic Waves
    Hussain Alsalem; Takayuki Tanaka; Takumi Honda; Satoru Doi; Shigeru Uchida; Wakuto Ono
    IEEJ Transactions on Electrical and Electronic Engineering, Wiley, 30 Dec. 2022, [Peer-reviewed]
    English, Scientific journal, The separation of tiles from buildings degrades the aesthetic appeal of buildings and may result in structural failure. Therefore, tiles should be inspected periodically. However, manual inspections are expensive and require qualified experts. In this study, voids corresponding to tile separation were detected in a concrete specimen using nondestructive inspection based on electromagnetic wave detection. Furthermore, wave reflection models of healthy and defective tiles were created, and the effects of the void plane size on the reflection of defective tiles were considered. The correlation between the void plane size and the reflection intensity difference integral value was verified through multilayer scanning using these models.
  • Partial Lagrangian for Efficient Extension and Reconstruction of Multi-DoF Systems and Efficient Analysis Using Automatic Differentiation
    Takashi Kusaka; Takayuki Tanaka
    Robotics, 11, 6, 149, 149, MDPI AG, 09 Dec. 2022, [Peer-reviewed], [Last author]
    English, Scientific journal, In the fields of control engineering and robotics, either the Lagrange or Newton–Euler method is generally used to analyze and design systems using equations of motion. Although the Lagrange method can obtain analytical solutions, it is difficult to handle in multi-degree-of-freedom systems because the computational complexity increases explosively as the number of degrees of freedom increases. Conversely, the Newton–Euler method requires less computation even for multi-degree-of-freedom systems, but it cannot obtain an analytical solution. Therefore, we propose a partial Lagrange method that can handle the Lagrange equation efficiently even for multi-degree-of-freedom systems by using a divide-and-conquer approach. The proposed method can easily handle system extensions and system reconstructions, such as changes to intermediate links, for multi-degree-of-freedom serial link manipulators. In addition, the proposed method facilitates the derivation of the equations of motion-by-hand calculations, and when combined with an analysis algorithm using automatic differentiation, it can easily realize motion analysis and control the simulation of multi-degree-of-freedom models. Using multiple pendulums as examples, we confirm the effectiveness of system expansion and system reconstruction with the partial Lagrangians. The derivation of their equations of motion and the results of motion analysis by simulation and motion control experiments are presented. The system extensions and reconstructions proposed herein can be used simultaneously with conventional analytical methods, allowing manual derivations of equations of motion and numerical computer simulations to be performed more efficiently.
  • Working Posture Classification Based on Wearable-embedded Sensors and Application to Work Detection
    Takayuki MUKAEDA; Yunosuke SHIMADA; Takayuki TANAKA; Hiroaki NOGUCHI; Toshihisa ABE
    Transactions of the Society of Instrument and Control Engineers, 58, 12, 558, 567, The Society of Instrument and Control Engineers, Dec. 2022, [Peer-reviewed]
    Japanese, Scientific journal, To evaluate the work contents of a care worker, this paper proposes a novel lower limb posture estimation method, and a motion recognition method for the automation of care records. In our approach, wearable-embedded sensors consisting of inertial sensors and insole-type plantar pressure sensors were used to recognize the posture of the whole body during care tasks. The upper body posture was calculated from triaxial accelerations, and posture classification of lower limbs can be reached with characteristics extracted from plantar pressure distribution. To achieve accurate posture recognition considering unexpected posture in training phase and compound postures combining multiple postures, a new posture estimation method combining normal and complementary Gaussian mixture network (NACGMN) and posture-fitness function was developed. Using the time-series data of posture information, our proposed work estimation manner utilizing hidden semi-Markov models can recognize performed care works based on the frequency distribution of state transitions. In experiments, we measured and recognized transfer assistance works between a bed and a wheelchair in our laboratory and an actual care facility, and the results demonstrated the effectiveness of the proposed system.
  • Stateful Rotor for Continuity of Quaternion and Fast Sensor Fusion Algorithm Using 9-Axis Sensors
    Takashi Kusaka; Takayuki Tanaka
    Sensors, 22, 20, 7989, 7989, MDPI AG, 19 Oct. 2022, [Peer-reviewed], [Last author]
    English, Scientific journal, Advances in micro-electro-mechanical systems technology have led to the emergence of compact attitude measurement sensor products that integrate acceleration, magnetometer, and gyroscope sensors on a single chip, making them important devices in the field of three-dimensional (3D) attitude measurement for unmanned aerial vehicles, smartphones, and other devices. Sensor fusion algorithms for posture measurement have become an indispensable technology in cutting-edge research, such as human posture measurement using wearable sensors, and stabilization problems in robot position and posture measurement. We have also developed wearable sensors and powered suits in our previous research. We needed a technology for the real-time measurement of a 3D human body motion. It is known that quaternions can be used to algebraically handle 3D rotations; however, sensor fusion algorithms for three sensors are presently complex. This is because these algorithms deal with the post-rotation attitude (pure quaternions) rather than rotation information (the rotor) to avoid a double covering problem involving the rotor. If we are dealing with rotation, it may be possible to make the algorithm simpler and faster by dealing directly with the rotor. In this study, to solve the double covering problem involving the rotor, we propose a stateful rotor and develop a technique for uniquely determining the time-varying states of the rotor. The proposed stateful rotor guarantees the continuity of the rotor parameters with respect to angular changes, and this paper confirms its effectiveness by simulating two rotations around an arbitrary axis. In addition, we verify experimentally that a fast sensor fusion method using stateful rotor can be used for attitude calculation. Experiments also confirm that the calculated results converge to the desired rotation angle for two spatial rotations around an arbitrary axis. Since the proposed stateful rotor extends and stabilizes the definition of the rotor, it is applicable to any algorithm that deals with time-varying quaternionic rotors. In this research, an algorithm based on a multiply–add operation is designed to reduce computational complexity as a high-speed calculation for embedded systems. This method is theoretically equivalent to other methods, while contributing to power saving and the cost reduction of products.
  • Construction of a Simulator to Reproduce Changes in Running due to Motion Strategies Using Spring-Loaded Inverted Pendulum Model
    Masaki Kitagawa; Takayuki Tanaka; Akihiko Murai
    2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), 5249, 5256, Oct. 2022, [Peer-reviewed]
    English, International conference proceedings, This study aims to construct a running simulator based on a motion generation and control system that enables the description of motion strategies using the spring-loaded
    inverted pendulum (SLIP) model. The problems of stability and robustness encountered in the running simulation with the SLIP model are elucidated, and stable running is achieved by controlling the stiffness and the attitude angle dynamically at touchdown, as well as human energy adjustment that is introduced to consider the active motion strategy. As a result, passive and active control by humans can be expressed, and a framework that can express the changes in running due to motion strategies is constructed. Finally, we discuss the possibility of describing and elucidating the motion strategies., 37208901
  • Selection and Evaluation of Appropriate Assist Force for Standing and Sitting Motion Assist Devices Using Residual Function
    Mikami Hayato; Tsuchiya Yoshio; Tanaka Takayuki; Wada Chikamune
    The Japanese Journal of the Institute of Industrial Applications Engineers, 10, 2, 82, 89, The Institute of Industrial Applications Engineers, Sep. 2022, [Peer-reviewed]
    Japanese, Supporting the elderly by utilizing their remaining functions will lead to the extension of their healthy life span. In this study, we developed a portable cane-type standing and sitting positional mobility support device. In this study, we developed a cane-type mobility support device, and selected a suitable support direction for elderly people by dynamic analysis simulation. In addition, the necessary assisting force for the elderly was examined and the assisting force was set. The effectiveness of the device was evaluated by measuring the surface electromyogram of healthy subjects. As a result, it was found that the specifications of this device were effective when the assist direction was 30 degrees and the assist force was 110 N. From the measurement of the surface electromyogram, it was found that the device was effective for both standing and sitting motions. It also helps to ensure the safety of the sitting motion of elderly people.
  • Ordered Search for Multiple Feature Patterns Based on Area Expansion by Union Operation and Confidential Interval
    Hirokazu Asano; Hidenori Takauji; Takayuki Tanaka; Shun'ichi Kaneko
    IEEJ Transactions on Electronics, Information and Systems, 142, 8, 971, 981, Institute of Electrical Engineers of Japan (IEE Japan), 01 Aug. 2022, [Peer-reviewed], [Domestic magazines]
    Japanese, Scientific journal, Two novel strategies for incremental searching of interest patterns are proposed in context of sequential search of multiple patterns in the scene. One is based on a scheme based on union operation to extend search regions depending on all of the proceeding searches, which can possibly adapt the search to some local distortion in the scene or the objects. Another strategy utilizes incremental setting of confidence intervals to the search regions depending on their statistics in position errors of respective patterns. In addition to them, a new scheme of repetitive trials for realizing reliability in the search. By using a set of real objects, many experiments show the effectivity and the efficiency of the proposed strategies.
  • Fast and Accurate Approximation Methods for Trigonometric and Arctangent Calculations for Low-Performance Computers
    Takashi Kusaka; Takayuki Tanaka
    Electronics, 11, 15, 2285, 2285, MDPI AG, 22 Jul. 2022, [Peer-reviewed], [Last author]
    English, Scientific journal, In modern computers, complicated signal processing is highly optimized with the use of compilers and high-speed processing using floating-point units (FPUs); therefore, programmers have little opportunity to care about each process. However, a highly accurate approximation can be processed in a small number of computation cycles, which may be useful when embedded in a field-programmable gate array (FPGA) or micro controller unit (MCU), or when performing many large-scale operations on a graphics processing unit (GPU). It is necessary to devise algorithms to obtain the desired calculated values without an accelerator or compiler assistance. The residual correction method (RCM) developed here can produce simple and accurate approximations of certain nonlinear functions with minimal multiply–add operations. In this study, we designed an algorithm for the approximate computation of trigonometric and inverse trigonometric functions, which are nonlinear elementary functions, to achieve their fast and accurate computation. A fast first approximation and a more accurate second approximation of each function were created using RCM with a less than 0.001 error using multiply–add operations only. This achievement is particularly useful for MCUs, which have a low power consumption but limited computational power, and the proposed approximations are candidate algorithms that can be used to stabilize the attitude control of robots and drones, which require real-time processing.
  • Modeling of changes in lumbar joint stiffness by pelvic tightening based on physique and pelvic alignment
    Michihiro Yoshida; Tanaka Takayuki; Yoshio Tsuchiya
    Physical Ergonomics and Human Factors, 205, 213, AHFE International, Jul. 2022, [Peer-reviewed]
    English, International conference proceedings, We have been elucidated the mechanism by which pelvic belt reduces lumbar burden. Pelvic tightening increases the lumbar joint stiffness and inhibits the flexion of the lumbar spine in the forward bending. Flexion of the lumbar joint is substituted by the hip joint, which corrects the posture during forward bending and reduces the lumbar burden (lumbar joint torque). The level of the assisting effect of the tightening force has the individual difference, but at present, it is not clear what factors cause it. In this study, we develop a model that represents the assistance effect based on the physique such as height and weight, and the posture and shape of the pelvis and lumbar spine (pelvic alignment).This study developed a regression model that expresses the amount of change in joint stiffness due to tightening force, using the individual physique and pelvic alignment characteristics as input. The joint stiffness was estimated from motion measurement using optical motion capture and obtained from the equation of motion of the link model representing the human body. Pelvic alignment was measured by X-ray images, and five features were obtained: sacral inclination angle (SS angle), pelvic inclination angle (PT angle), inclination angle of the sacrum relative to the pelvis (PI angle), curvature of the lumbar lordosis, and pelvic aperture angle. Among these, the SS angle, PT angle, and PI angle were measured under two conditions: standing and 45 degrees forward bending and obtained a total of eight pelvic alignment features. In addition, height, weight, BMI, and back muscle strength were added as physique characteristics expressing body size and muscle strength, for a total of 12 variable measured. These features were measured on 15 subjects. Among the 12 features, three to four variables were input to the model by excluding those that were strongly correlated with each other and less capable of explaining changes in the target value, joint stiffness.From the proposed model, changes in joint stiffness could be estimated from pelvic alignment and physique characteristics. At large forward bending angles, we found that to obtain a high assistance effect, tilting of the sacrum anteriorly relative to the pelvis and forward tilting of pelvis is necessary. On the other hand, in the mild forward bending, the person who is higher body weight in addition to the forward tilt of the PT and PI angles tend to obtain higher assistive effect.
  • A Proposal of Individualization of Guidance Force Field to Improve Maneuverability of Power Assist Systems
    Junki Matsuda; Takayuki Tanaka
    2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 1231, 1236, Jul. 2022, [Peer-reviewed]
    English, International conference proceedings, This study aims to improve the maneuverability of power assist systems based on guidance force field. We have proposed an artificial potential method to generate a guidance force field on an arbitrary work trajectory to guide the operator and manipulator to reduce the workload of the operator when using a position-controllable industrial manipulator as a PAS. Experiments showed that the proposed guidance force field contributed to a reduction in the workload of the operator. Individual differences were observed in the maneuverability of the operator under the guidance force field. In this paper, we propose a mathematical model of the maneuverability of the guidance force field and a method to obtain the optimum spread of the guidance force field for each operator.
  • Modeling Joint Stiffness Change by Pelvic Tightening Based on Pelvic Alignment
    Michihiro Yoshida; Takayuki Tanaka; Yoshio Tsuchiya
    Biomechanics, 2, 2, 264, 280, {MDPI} {AG}, 22 May 2022, [Peer-reviewed]
    English, Scientific journal, This paper aims to develop a regression model that explains the relationship between changes in lumbar joint stiffness and pelvic alignment (posture or shape of the bones of the pelvis and lumbar spine) due to pelvic tightening. The proposed model is based on the hypothesis that lumbar joint stiffness increases with changes in pelvic alignment. The proposed model is based on experimentally measured stiffness values and pelvic alignment data sets. The stiffness of the lumbar joint was estimated by motion analysis using a motion-capture system. Ninety-six volunteers participated in the experiment to estimate stiffness values, and the validity of using lumbar joint stiffness as the output of the model was examined. The pelvic alignment was measured through X-ray images. Pelvic alignment was measured using radiographic images, and 25 volunteers participated. The Results section states that the amount of change in the posture of the sacrum relative to the pelvis and the curvature of the lumbar spine contributes to the change in lumbar joint stiffness. Future work will include FEM analysis to validate the overall hypothesis and the validity of applying the model to a group other than those who participated in the development of the model.
  • Improvement of the Lumbar Burden Reduction, and Influence on Lumbar Joint Stiffness by the Personalized Variable Tightening Force Control of Active Corset
    吉田道拓; 田中孝之; 土谷圭央; 金子勇斗
    計測自動制御学会論文集, 57, 12, Dec. 2021, [Peer-reviewed]
    Japanese, Scientific journal
  • A Proposal of Diagnostic System for Assistance Effect of Pelvic Belt Based on CoP Measurement
    Michihiro Yoshida; Takayuki Tanaka; Yoshio Tsuchiya
    2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), 1, 5, IEEE, 20 Jun. 2021, [Peer-reviewed]
    English, International conference proceedings, This study aims to develop a diagnostic system that estimates the assistance effect of pelvic tightening in advance for the introduction of the pelvic belt to the field of work or clinical use. This study explains the hypothesis of lumbar burden reduction by pelvic belt and shows that pelvic tightening reduces lumbar joint flexion. The posture correction degree is proportional to the amount of reduction in the lumbar burden. By conducting a motion measurement, the posture correction index indicates the assistance effect. From the measurement using motion capture and force platform for 86 people, we developed a mathematical model that estimates the posture correction index from CoP change.
  • Modeling and Simulation of Running Expansion with Trunk and Pelvic Rotation Assist Suit
    Hongyuan Ren; Takayuki Tanaka; Akihiko Murai
    2021 IEEE International Conference on Robotics and Automation (ICRA), 1263, 1268, IEEE, 30 May 2021, [Peer-reviewed]
    English, International conference proceedings, Human running motion is a complex motion that not only based on the movement of legs but also needs the entire body to participate in. Therefore, we focused on the upper body, designed a trunk and pelvic rotation assist suit to apply an external force on the chest and pelvis for assisting the running motion, changing the energy flow between the upper and lower body to improve the running efficiency. However, human motion is very complicated and difficult to analyze, it is hard to explore the specific effect of the external force which is provided by the rotation assist suit on human motion. In this paper, we proposed an advanced spring-loaded inverted pendulum model for simulating the human running motion in natural running status and expanded running status in which the motion is expanded by wearing the trunk and pelvic rotation assist suit, parametrically represent the changes of human due to the intervention of the external force, and discuss the effect of the external assistant force on the human running motion.
  • Effect of Work Assistive Suit on Fishermen’s Physical Labor in Fish Unloading Task on a Skipjack Tuna Pole and Line Fishing Boat on Offshore Waters
    Hideyuki TAKAHASHI; Kenji YASUDA; Takayuki TANAKA
    水産工学, 57, 3, 83, 89, Feb. 2021, [Peer-reviewed]
    Japanese, Scientific journal, The main function of work assistive suits is to reduce the burden on the muscles around the waist during stooping, thought to be the one of the causes of low back pain. Since fishermen frequently stoop, the introduction of work assistive suits is highly anticipated. In this study, the effect of a work assistive suit on the fish unloading task in a skipjack tuna pole and line fishing boat on offshore waters was experimentally investigated. A prototype work assistive suit, using carbon fiber-reinforced plastic plates as the elastic body of the suit, was manufactured and provided for the experiment. We measured the activity of the elector spine of four subjects using surface electromyography. The results showed that the muscle activities of the elector spine adjacent to the fourth lumbar vertebrate were significantly reduced in two subjects (the other two did not have successful experiments) and the rate of reduction ranged from 11% to 25%. The muscle activity in the elector spine adjacent to the first lumbar vertebrate was slightly increased in a subject, however, no significant changes were seen in other three subjects. It is expected that the work assistive suit considering actual work of fishermen is developed and disseminated.
  • Pose Identification for Task Recognition in Care Work
    Shinnosuke Kato; Mihoko Niitsuma; Takayuki Tanaka
    2021 IEEE/SICE International Symposium on System Integration (SII), 315, 319, IEEE, 11 Jan. 2021, [Peer-reviewed]
    English, International conference proceedings
  • Hierarchical probabilistic task recognition based on spatial memory for care support
    Tappei Katsunaga; Takayuki Tanaka; Mihoko Niitsuma; Saburo Takahashi; Toshihisa Abe
    2021 IEEE/SICE International Symposium on System Integration (SII), 310, 314, IEEE, 11 Jan. 2021, [Peer-reviewed]
    English, International conference proceedings
  • The Effect of Passive Lower Limb Assist Device on Muscle Synergy in Standing-Up Motion
    Shunsuke Torigai; Takayuki Tanaka
    2021 IEEE/SICE International Symposium on System Integration (SII), 566, 571, IEEE, 11 Jan. 2021, [Peer-reviewed]
    English, International conference proceedings
  • Subjective evaluation of lumbar load and tightening force using a pelvic belt
    Yoshio Tsuchiya; Takayuki Tanaka; Michihiro Yoshida
    2021 IEEE/SICE International Symposium on System Integration (SII), 2020, 0, 548, 553, IEEE, 11 Jan. 2021, [Peer-reviewed]
    English, International conference proceedings,

    Lumbar load, which causes chronic low back pain, varies depending on posture and external load. However, the timing to feel the lumbar burden varies from person to person. It is also known that tightening the pelvic belt against the lumbar burden improves posture and reduces the lumbar burden. For this reason, the tightening force of the pelvic belt is measured for the posture and the lumbar load, and the relationship between the sensation and the load is evaluated.

  • Measuring Adhesion Strength of Wall Tile to Concrete by Non-Contact Inspection Using Electromagnetic Waves
    Hussain Alsalem; Takayuki Tanaka; Takumi Honda; Satoru Doi; Shigeru Uchida
    Proceedings of the 37th International Symposium on Automation and Robotics in Construction (ISARC), 633, 638, International Association for Automation and Robotics in Construction (IAARC), 14 Oct. 2020, [Peer-reviewed]
    English, International conference proceedings, The separation of exterior tiles from buildings diminishes the visual appeal of cities and can injure pedestrians when they are struck by falling tiles. Therefore, tiles should be inspected periodically. However, completion of the inspection process has hurdles, including high cost and the need for qualified human inspectors. This study describes a non-destructive inspection method for detecting voids that match those seen in tile separation in a concrete specimen using electromagnetic waves, specifically microwaves. The method can be performed using devices that are simpler, smaller, and easier to use than those required by conventional methods. In addition, this method can be used to measure the adhesion strength of tiles.
  • Analysis of Running Expansion with Trunk and Pelvic Rotation Assist Suit by Using SLIP Model
    Hongyuan Ren; Takayuki Tanaka; Kotaro Hashimoto; Akihiko Murai
    ROMANSY 23 - Robot Design, Dynamics and Control, 458, 466, Springer International Publishing, Sep. 2020, [Peer-reviewed]
    International conference proceedings, In this paper, we evaluated the effect of the trunk and pelvic rotation assist suit in assisting human running motion. During running motion, when the angular momentum of the upper body and the lower body is closer to balance, the running efficiency will be improved. According to this fact, we developed the trunk and pelvic rotation assist suit to apply external forces in the upper body to balance the angular momentum and improve the running efficiency. To evaluate the assist efficiency of our assist suit, we used the spring-loaded inverted pendulum model (SLIP model) and conducted a running expansion experiment. We combined the results of SLIP model and experimental data to evaluate the effect of the assist suit by comparing the energy and athletic performance between natural and expanded running motion. Finally, we confirmed the trunk and pelvic rotation assist suit does have an assisting effect on the human running motion.
  • Relationship between Upper Body Posture Angle and Vertebral Body Posture Angle in Lateral Flexion and Rotation Posture
    Yoshio TSUCHIYA; Takayuki TANAKA; Tamotsu KAMISHIMA
    Advanced Biomedical Engineering, 9, 181, 188, Japanese Society for Medical and Biological Engineering, Sep. 2020, [Peer-reviewed]
    English, Research institution, Lumbar loading causes increased intervertebral pressure and is an important factor in low back pain. However, it is difficult to quantitatively judge the actions that affect lumbar load and the magnitude of lumbar load increase. Low back pain occurs not only in the workplace but also during activities of daily living. Therefore, it is necessary to investigate the factors inducing low back pain by measuring movements in various planes and determining the magnitude of the lumbar load. Accordingly, the lumbar spine should be examined during various movements. Several studies have examined vertebral bodies in the anteflexion posture. However, the relationship between body flexion angle and vertebral body angle during lateral flexion and rotation remains unknown. In this study, we proposed an estimation method for changes in vertebral body angle during lateral flexion and rotation in the lumbosacral region using a wearable sensor system we previously developed. The accuracy of the proposed estimation method was evaluated and demonstrated using X-ray images.
  • Modeling the Joint Stiffness Change by Pelvic Tightening Based on Alignment of Lumbar and Pelvis
    Michihiro Yoshida; Takayuki Tanaka; Yoshio Tsuchiya; Yuto Kaneko
    Advances in Intelligent Systems and Computing, 168, 176, Springer International Publishing, Jul. 2020, [Peer-reviewed]
    English, International conference proceedings
  • The Optimal Posture Estimation for Training Pelvic Floor Muscles by Using Individualized Musculoskeletal Model
    Tomohiro Wakaiki; Takayuki TANAKA; Koji Shimatani; Yuichi KURITA; Yoshimi SUGIYAMA
    Biomechanism, 25, 113, 124, Jul. 2020, [Peer-reviewed], [Domestic magazines]
    Japanese, Scientific journal, SUI (Stress Urinary Incontinence) is a typical quality of life disease in women and has symptoms of unexpected urine leakage when the abdominal pressure rises such as coughing or sneezing. It is mainly caused by relaxation or damage of PFM (Pelvic Floor Muscles) due to obesity, aging and childbirth and it is considered that strengthening of PFM is effective for prevention. Training methods such as Kegel gymnastics have been devised so far, but these methods need expert guidance and time for training. The effect of training varies from person to person because an individual difference of pelvis shape and alignment. In order to solve this problem, we proposed a method to estimate the individual optimal training posture, by defining 11 postures that can be taken in daily life and calculating the PFM activation of each posture with the individualized musculoskeletal model. Moreover, the proposed method was evaluated by comparing with the measured values of PFM activation in each posture. As a result, a positive correlation with the calculation result was confirmed in 3 subjects out of 6, suggesting the validity of this method., 27113973
  • Visualization of Voids in Tile Concrete by Non-contact Inspection using Electromagnetic Waves
    Takumi Honda; Takayuki Tanaka; Satoru Doi; Shigeru Uchida
    The International Workshop on Frontiers of Computer Vision 2020, Feb. 2020, [Peer-reviewed]
    English, International conference proceedings
  • Development of an anomaly detection method with a novel hidden semi-Markov model incorporating unlearned states.
    Takayuki Mukaeda; Keisuke Shima; Saori Miyajima; Yuki Hashimoto; Takayuki Tanaka; Naomichi Tani; Hiroyuki Izumi
    2020 IEEE/SICE International Symposium on System Integration(SII), 1270, 1275, IEEE, 2020, [Peer-reviewed]
    International conference proceedings
  • Task recognition based on task history considering estimation error of localization in care support with autonomous mobile wheelchairs.
    Tappei Katsunaga; Takayuki Tanaka; Mihoko Niitsuma; Saburo Takahashi; Toshihisa Abe
    2020 IEEE/SICE International Symposium on System Integration(SII), 1265, 1269, IEEE, 2020, [Peer-reviewed]
    International conference proceedings
  • Task Activity Recognition and Workspace Extraction for Nursing Care Assistance in Intelligent Space.
    Kouji Sakotani; Shinnosuke Kato; Mihoko Niitsuma; Takayuki Tanaka
    2020 IEEE/SICE International Symposium on System Integration (SII), 1259, 1264, IEEE, 2020, [Peer-reviewed]
    International conference proceedings
  • Visualization of Voids Between Tile and Concrete by Multi-Layered Scanning Method with Electromagnetic Waves
    Takumi Honda; Takayuki Tanaka; Satoru Doi; Shigeru Uchida; Maria Q. Feng
    Journal of Robotics and Mechatronics, 31, 6, 863, 870, Dec. 2019, [Peer-reviewed]
    English, Scientific journal, The tiles that are used to protect the exterior of a building may separate from the concrete substrate and fall off as they age. To prevent accidents, a tiled wall can be inspected using various methods. In this study, nondestructive inspection (NDI) with microwave electromagnetic waves (EMWs) is used for detecting tile separation, and the chance of detecting the separation by this method is discussed in this paper. Here, the inspection apparatus is used to detect voids in concrete, including voids that simulate tile separation. An antenna attached to the apparatus transmits and receives microwaves to obtain a reflected intensity from the concrete. In addition, the distribution of reflected intensity is obtained using a proposed scanning method, multi-layered scanning. This involves several scans along the concrete surface at different antenna-to-surface distances. Typically, EMWs have to be analyzed with an expensive network analyzer in the time or frequency domain. However, we demonstrate that voids are detected from the obtained distribution of the reflected intensity of EMWs measured by a simple device without a network analyzer. The proposed method of NDI with EMWs is cheaper and simpler than conventional inspection methods.
  • Relationships between Quantitative and Subjective Evaluations of Assistive Effect on Standing Function of the Smart Suit
    Hijiri Hiraishi; Takayuki Tanaka; Mami Sakata; Dai Kawahara; Keisuke Shima
    The Fourth International Conference on Informatics and Assistive Technologies for Health-Care, Medical Support and Wellbeing, Nov. 2019, [Peer-reviewed], [Corresponding author]
    English, International conference proceedings
  • Minimal Inertial Sensor Placement for Work Recognition and Working Posture Assessment*
    Saori Miyajima; Yuki Hashimoto; Takayuki Tanaka; Natsuki Miyata; Mitsunori Tada; Masaaki Mochimaru
    2019 IEEE/SICE International Symposium on System Integration (SII), IEEE, Jan. 2019, [Peer-reviewed]
    International conference proceedings
  • Biofeedback for Training Pelvic Floor Muscles with EMG Signals of Synergistic Muscles
    Hikaru Hasegawa; Takayuki Tanaka; Tomohiro Wakaiki; Koji Shimatani; Yuichi Kurita
    Advances in Intelligent Systems and Computing, 789, 403, 410, 2019, [Peer-reviewed]
    International conference proceedings
  • Effect of Dynamic Tightening Force by Active Corset on Joint Stiffness and Lumbar Assisting
    YOSHIDA Michihiro; TANAKA Takayuki; KANEKO Yuto; TSUCHIYA Yoshio
    Transactions of the Society of Instrument and Control Engineers, 55, 11, 683, 691, The Society of Instrument and Control Engineers, 2019, [Peer-reviewed]
    Japanese, Scientific journal,

    In this paper, we experimentally verify the relationship between the change in the stiffness of joints around the lumbar due to dynamic tightening control of the Active Corset and the reduction of the lumbar load. The bending angle of joints around the lumbar in lifting movement were measured, and the elasticity of the joints were calculated. As the result of the measurement on 21 subjects, tightening of Active Corset reduced the lumbar load with substituting the lumbar joint flexion by the hip joint flexion in all subjects. In addition, the we confirmed that the ratio of the lumbar elasticity to the hip joint elasticity increase with tightening around the pelvis on the four subjects. We conclude that the decrease of the lumbar load with tightening caused by increasing the ratio of the lumbar joint elasticity to the hip joint elasticity.

  • Walking Assistance and Resistance of Walking Motion by Trunk and Pelvis Motion Assist
    Kotaro Hashimoto; Takayuki Tanaka; Takashi Kusaka
    2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE, Oct. 2018, [Peer-reviewed]
    International conference proceedings
  • Reducing Lumbar Load with Active Corset
    Michihiro Yoshida; Takayuki Tanaka; Yoshio Tsuchiya; Takashi Kusaka
    Journal of Robotics and Mechatronics, 30, 5, 740, 751, Oct. 2018, [Peer-reviewed]
    English, Scientific journal, This study describes the effect of Active Corset on the lumbar spine. Active Corset is assist tools used to prevent low back pain. It tightens the waist optimally according to the lumbar load during work. This study aimed to clarify the mechanical effect of tightening of the pelvis on lumbar joints and determine the mechanism leading to reduction of the lumbar load. Moreover, this study examined the phenomena commonly occurring among the subjects with reduced lumbar load by tightening of the pelvis. First, we will present some examples of currently used assist tools and demine the utility of the Active Corset among the various tools used. Next, the mechanism of the Active Corset will be described. Further, we will present a hypothesis about reducing the lumbar load by tightening the pelvis. After describing the change in the joint bending angle on tightening, we will describe reduction of burden from the antigravity torque around the lumbar joint. Finally, we will compare active tightening using Active Corset with tightening using a constant force and describe the advantage of active tightening.
  • Estimating Lumbar Load During Motion with an Unknown External Load Based on Back Muscle Activity Measured with a Muscle Stiffness Sensor
    Yoshio Tsuchiya; Yumeko Imamura; Takayuki Tanaka; Takashi Kusaka
    Journal of Robotics and Mechatronics, 30, 5, 696, 705, Oct. 2018, [Peer-reviewed]
    English, Scientific journal, A forward bending motion is essential in everyday tasks, such as carrying objects, shoveling snow, and performing farm work. However, many people suffer from lumbar pain resulting from forward bending motion, which causes a lumbar disc load owing to the changing of the lumbar shape. We have developed a wearable lumbar load estimation system, which measures the skin shape on the back using a curvature sensor. Because the lumbar load varies with the external load, the lumbar load should be estimated based on the external load. Therefore, we have developed a method for estimating an unknown external force using a muscle stiffness sensor. Muscle strength can be estimated by measuring the muscle hardness from the surface, and the relationship between the external force and the muscle force can be modeled. Using this method, we estimate the dependence of the lumbar load on external forces in real time. In addition, we simplify the calculation by converting the external load into a load resulting from a person’s own weight. We incorporate the proposed method into our wearable sensor system, estimate the lumbar load, and compare this with the results of a musculoskeletal dynamics simulation.
  • Evaluation framework for passive assistive device based on humanoid experiments
    Yumeko Imamura; Ko Ayusawa; Eiichi Yoshida; Takayuki Tanaka
    International Journal of Humanoid Robotics, 15, 3, World Scientific Publishing Co. Pte Ltd, 01 Jun. 2018, [Peer-reviewed]
    English, Scientific journal
  • Design of a simple three-dimensional musculoskeletal model for a wearable sensor system, and optimization of link joint position using finite element analysis
    Haruma Akimoto; Yoshio Tsutiya; Yumeko Imamura; Takashi Kusaka; Takayuki Tanaka
    2017 IEEE Life Sciences Conference, LSC 2017, 2018-, LSC, 234, 237, Institute of Electrical and Electronics Engineers Inc., 23 Jan. 2018, [Peer-reviewed]
    English, International conference proceedings
  • Estimation of the optimal spread of a guidance force field for a power assist system
    Junki Matsuda; Takayuki Tanaka; Takashi Kusaka
    Proceedings - 2017 IEEE 5th International Symposium on Robotics and Intelligent Sensors, IRIS 2017, 2018-, IRIS, 249, 254, Institute of Electrical and Electronics Engineers Inc., 08 Jan. 2018, [Peer-reviewed]
    English, International conference proceedings
  • Wearable sensor system for lumbosacral load estimation by considering the effect of external load
    Yoshio Tsuchiya; Takashi Kusaka; Takayuki Tanaka; Yoshikazu Matsuo
    Advances in Intelligent Systems and Computing, 608, 160, 168, Springer Verlag, 2018, [Peer-reviewed]
    English, International conference proceedings
  • Walking Assistance and Walking Training by Using Trunk Rotation Assistance Device with Periodic Input Control
    日下聖; 相津琢磨; 橋本光太郎; 田中孝之
    計測自動制御学会論文集, 54, 3, 373‐382(J‐STAGE), 382, The Society of Instrument and Control Engineers, 2018, [Peer-reviewed]
    Japanese, Scientific journal, This paper proposed a walking assistance method by using trunk rotation based on the spinal engine theory. According to the spinal engine theory, our walking is realized by cooperation between upper body and legs through the energy exchange. Therefore, we developed an assistance device for trunk rotation and its control method. We adopted the periodic input control as the control method and modified it to be suitable for human assistance. According to experimental results, the proposed method realized walking assist by supporting trunk rotation movement. Moreover, it also realized training effect as the walking resist, by controlling a parameter of the controller. In this article, their effects were confirmed by theoretical analysis and experiments.
  • Individualization of Musculoskeletal Model for Analyzing Pelvic Floor Muscles Activity Based on Gait Motion Features.
    Tomohiro Wakaiki; Takayuki Tanaka; Koji Shimatani; Yuichi Kurita; Tadayuki Iida
    J. Robotics Mechatronics, 30, 6, 991, 1003, 2018, [Peer-reviewed]
    English, Scientific journal, Stress urinary incontinence (SUI) is a typical quality of life disease in women. The strengthening of the pelvic floor muscle (PFM) is considered effective to prevent this. Specifically, PFM activity is affected by individual pelvic shape and posture. Therefore, it is necessary to analyze muscle activity by considering the individual differences. In this study, individual pelvic alignment was estimated from the feature values of natural gait via multiple regression analysis. In addition, individual pelvic feature points were derived from X-ray images and used to deform the standard model to obtain individual pelvic shapes. Results indicate that the residual averages of the estimated feature angles were less than 2° in most cases. Subsequently, measurements of the pelvis were obtained via MRI to evaluate the estimated pelvis shape. The results indicate that individual adaptation leads to muscle attachment positions, which are important in the muscle activity analysis, and closer to the true MRI value when compared to that of the standard pelvic model.
  • Walking assist by trunk and pelvis motion assist for gait improvement
    橋本光太郎; 田中孝之; 日下聖
    日本機械学会論文集(Web), 84, 864, ROMBUNNO.18‐00064(J‐STAGE), 18-00064, The Japan Society of Mechanical Engineers, 2018
    Japanese, The purpose of this study is to develop a walking assist device by controlling trunk and pelvis motion. Human gait motion consists of whole body exercise including lower body motion and upper one. As all exercises are performed normally, walking with less energy loss is performed. If any exercises are incomplete, compensatory motion is performed and it is considered that there is energy loss. Therefore, this study aims at developing the walking assist device to make normal exercises and reduces energy loss by applying external forces, focusing on the trunk rotation and the pelvic rotation that involved in stride length and walking speed.
  • Feature selection for work recognition and working motion measurement
    Miyajima, S.; Tanaka, T.; Miyata, N.; Tada, M.; Mochimaru, M.; Izumi, H.
    Journal of Robotics and Mechatronics, 30, 5, 706, 716, 2018, [Peer-reviewed]
    English, Scientific journal
  • Unpowered Sensorimotor-Enhancing Suit Reduces Muscle Activation and Improves Force Perception
    Yuichi Kurita; Jumpei Sato; Takayuki Tanaka; Minoru Shinohara; Toshio Tsuji
    IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 47, 6, 1158, 1163, Dec. 2017, [Peer-reviewed]
    English, Scientific journal
  • Motion-tracking skill assist and power assist for sinusoidal motions with a semi-active assist mechanism using energy control
    Takashi Kusaka; Takayuki Tanaka; Hidekazu Kajiwara
    ROBOMECH Journal, 4, 1, 1, 11, Springer International Publishing, 01 Dec. 2017, [Peer-reviewed]
    English, Scientific journal
  • Evaluation Framework for Passive Assistive Device Based on Humanoid Experiments
    Yumeko Imamura; Ko Ayusawa; Eiichi Yoshida; Takayuki Tanaka
    International Journal of Humanoid Robotics, 15, 3, 1750026-1, 1750026-25, Oct. 2017, [Peer-reviewed]
    English, Scientific journal, This study presents an enhanced framework for evaluating an assistive effect generated by a passive assistive device using a humanoid robot. The humanoid robotic experiments can evaluate wearable devices by measuring the joint torque, which cannot be measured directly from the human body. In this paper, we introduce an “assistive torque estimation map” as an efficient means for estimating the supportive torque within the range of motions by interpolating the measured joint torques and joint angles of the robot. This map aims to estimate the supportive torques for complex motions without conducting humanoid experiments or human-subject experiments with these motions. We generated an estimation map for an actual assistive suit that decreases the load on the lumbar region and we verified the validity of the proposed method by experimentation. In addition, the geometric simulation model of the assistive suit was validated based on the proposed experiments by using the humanoid robot HRP-4. The proposed framework is expected to lead to an efficient design of such assistive devices so that fewer human-subject experiments need to be conducted.
  • Variable Complimentary Filter for Improving Accuracy of Human Motion Measurement
    Saori MIYAJIMA; Takayuki TANAKA; Takashi KUSAKA
    Transactions of the Society of Instrument and Control Engineers, 53, 5, 299, 307, 計測自動制御学会 ; [1965]-, May 2017, [Peer-reviewed]
    Japanese, Scientific journal, These days, inertial sensors are often used to capture human movements. A complimentary filter is the one method of sensor fusion, which several sensors data are combined to set off each sensor's disadvantages. It is often used for wearable devices because of its high measurement accuracy at low calculation cost. Human motion contains various speeds and frequency. However, in a complementary filter, combined frequency range is fixed and the filter can not cope with motion out of the range. Thus, a coefficient of the complimentary filter is replaced with sigmoid function in order to fluctuate along with motion speed of subjects. This fluctuating coefficient enables measuring irregular motions of human. Experiment shows that using this method rises accuracy of motion measurement.
  • Unpowered sensorimotor-enhancing suit reduces muscle activation and improves force perception
    Yuichi Kurita; Jumpei Sato; Takayuki Tanaka; Minoru Shinohara; Toshio Tsuji
    IEEE Transactions on Human-Machine Systems, 99, 1, 6, May 2017, [Peer-reviewed]
    English, Scientific journal
  • Field Testing of the Influence of Assistive Wear on the Physical Fitness of Nursing-Care Workers
    Yumeko Imamura; Takayuki Tanaka; Kazuki Takizawa
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10652, 137, 146, Springer Verlag, 2017, [Peer-reviewed]
    English, International conference proceedings
  • Individualization of Musculoskeletal Model to Analyze Pelvic Floor Muscles Activity
    Tomohiro Wakaiki; Takayuki Tanaka; Koji Shimatani; Tadayuki Iida; Yoshio Tsuchiya; Kazuya Sugihara; Yoshimi Sugiyama
    DIGITAL HUMAN MODELING SYMPOSIUM, DHM-013FP, 2017, [Peer-reviewed]
  • Nondestructive Inspection of Voids in Concrete by Multi-layered Scanning Method with Electromagnetic Waves
    Shotaro Kawataki; Takayuki Tanaka; Satoru Doi; Shigeru Uchida; Maria Q. Feng
    2017 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS (ICM), 336, 341, 2017, [Peer-reviewed]
    English, International conference proceedings
  • A proposal of lumbosacral load wearable sensor and lumbosacral alignment estimation based on X-ray image
    Yoshio TSUCHIYA; Takasi KUSAKA; Takayuki TANAKA; Yoshikazu MATSUO; Makoto ODA; Tsukasa SASAKI; Tamotsu KAMISIMA; Masanori YAMANAKA
    Transactions of the JSME (in Japanese), 82, 843, 16, 00072-16-00072, The Japan Society of Mechanical Engineers, Oct. 2016, [Peer-reviewed]
    Japanese, Scientific journal, Anteflexion of the spine is essential for many physical activities of daily living. However, this motion places the lumbar disks because it generats heavy load due to changes in the shape of the lumbar spine and can lead to low back pain. In older to reduce low back pain, here we proposed a wearable sensor system configuration that can estimate lumbosacral alignment and lumbar load by measuring the shape of the lumbar skin when the lumbosacral alignment changes. The shape of the lumbar skin and posture angle are measured by using curvature sensors and accelerometers. In addition, the system must be constructed in consideration of the physique, in order to absorb in a variety of human. We proposed this system by measuring the body parameters of anteflexion and studied the change in dimensions of the lumbar spine from changes in posture. By extracting the dimensions of the lumbosacral spine in X-ray images, the attitude angle, body surface area and the dimensions of the lumbosacral spine have relevance. The lumbosacral dimensions calibration method was developed by using that relation. Lumbosacral alignment estimation considering the difference in physiques is developed, and lumbosacral spine alignment was to improve the estimation accuracy. The proposed method could improve accuracy lumbosacral alignment estimation.
  • New evaluation framework for human-assistive devices based on humanoid robotics
    Ko Ayusawa; Eiichi Yoshida; Yumeko Imamura; Takayuki Tanaka
    ADVANCED ROBOTICS, 30, 8, 519, 534, Apr. 2016, [Peer-reviewed]
    English, Scientific journal
  • Prototype of a Trunk Rotation Assist System for Passive Dynamic Walking and Fundamental Experiments
    Kotara Hashimoto; Takayuki Tanaka; Takuma Aizu; Takashi Kusaka
    2016 WORLD AUTOMATION CONGRESS (WAC), 2016, [Peer-reviewed]
    English, International conference proceedings
  • A Fundamental Design of Controller of Trunk Rotation Assist Device for Passive Dynamic Walkl
    Takuma Aizu; Takayuki Tanaka; Kotara Hashimoto; Takashi Kusaka
    2016 WORLD AUTOMATION CONGRESS (WAC), 2016, [Peer-reviewed]
    English, International conference proceedings
  • 1F3-4 Workload Estimation Using Physical Burden and Heart Rate Variation
    Saori MIYAJIMA; Takayuki TANAKA; Hiroyuki IZUMI; Natsuki MIYATA; Mitsunori TADA; Masaaki MOCHIMARU
    The Japanese Journal of Ergonomics, 52, Supplement, S234, S235, Japan Ergonomics Society, 2016, [Peer-reviewed]
    Scientific journal
  • A Calibration Method for Interbody Distance in Lumbosacral Alignment Estimation
    Yoshio Tsuchiya; Takashi Kusaka; Takayuki Tanaka; Yoshikazu Matsuo; Makoto Oda; Tsukasa Sasaki; Tamotsu Kamishima; Masanori Yamanaka
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2016, PT II, 9835, 200, 210, 2016, [Peer-reviewed]
    English, International conference proceedings
  • Optimal Arrangement of Inertial Sensors for Workload Estimation Using Digital Human Model Based on Body Surface Deformation Analysis
    Miyajima, S.; Miyata, N.; Tada, M.; Tanaka, T.; Mochimaru, M.
    Advances in Physical Ergonomics and Human Factors, 489, 483, 494, 2016, [Peer-reviewed]
    English, Scientific journal
  • Field test on KEIROKA (Fatigue-reduction) effect and physical fitness change by assistive device for care work
    IMAMURA YUMEKO; TANAKA TAKAYUKI; TAKIZAWA KAZUKI
    看護理工学会誌, 2, 3, 142, 149, 看護理工学会, 25 Aug. 2015
    Japanese
  • Residual Correction Method for Fast Calculation of Arctangent in Embedded Systems
    Takashi Kusaka; Takayuki Tanaka; Hidekazu Kajiwara
    2015 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 42, 47, 2015, [Peer-reviewed]
    English, International conference proceedings
  • Verification of Passive Power-Assist Device Using Humanoid Robot: Effect on Bending and Twisting Motion
    Yumeko Imamura; Takayuki Tanaka; Ko Ayusawa; Eiichi Yoshida
    2015 IEEE-RAS 15TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS), 1149, 1154, 2015, [Peer-reviewed]
    English, International conference proceedings
  • Lumbar Load Estimation using a Musculoskeletal Model in Consideration of Vertebral Body Displacement: Lumbar Load Simulation under Static Conditions
    Yumeko Imamura; Takayuki Tanaka; Takashi Kusaka; Yoshio Tsuchiya
    2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, 3905, 3908, 2015, [Peer-reviewed]
    English, International conference proceedings
  • Calibration method for lumbosacral dimensions in wearable sensor system of lumbar alignment
    Yoshio Tsuchiya; Takashi Kusaka; Takayuki Tanaka; Yoshikazu Matsuo; Makoto Oda; Tsukasa Sasaki; Tamotsu Kamishima; Masanori Yamanaka
    2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, 3909, 3912, 2015, [Peer-reviewed]
    English, International conference proceedings
  • Lumbar Joint Torque Estimation Based on Simplified Motion Measurement Using Multiple Inertial Sensors
    Saori Miyajima; Takayuki Tanaka; Yumeko Imamura; Takashi Kusaka
    2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, 6716, 6719, 2015, [Peer-reviewed]
    English, International conference proceedings
  • Analysis of Trunk Stabilization Effect by Passive Power-Assist Device
    Yumeko Imamura; Takayuki Tanaka; Yoshihito Suzuki; Kazuki Takizawa; Masanori Yamanaka
    Journal of Robotics and Mechatronics, 26, 6, 791, 798, Fuji Technology Press, 20 Dec. 2014, [Peer-reviewed]
    English, Scientific journal
  • Control Method for Power Assisted Cart Using Walking Effect Prediction Aimed at Improvement of Load Reduction Ratio
    Norihiro Kobayashi; Takayuki Tanaka
    Journal of Robotics and Mechatronics, 26, 6, 780, 789, Fuji Technology Press, 20 Dec. 2014, [Peer-reviewed]
    English, Scientific journal
  • Development of Expanded Periodical Input Control for Periodic Motion with Multiple Frequency Components
    Takuto Yoshifuji; Takayuki Tanaka; Takashi Kusaka
    Journal of Robotics and Mechatronics, 26, 6, 692, 703, Fuji Technology Press, 20 Dec. 2014, [Peer-reviewed]
    English, Scientific journal
  • Operational point impedance control for maneuverability improvement of power assist system controllable on arbitrary point
    Fumiya Shibukawa; Takayuki Tanaka
    Transactions of the JSME (in Japanese), 80, 816, 1, 13, Aug. 2014, [Peer-reviewed]
    Japanese, Scientific journal, Multi-portal Human Interface (M-HI) as an innovative human interface for power assist systems has been researched and developed. The M-HI allows users to apply the operational force anywhere on the power assist system. When users control the PAS on its arbitrary point, The operational point motion is different from the end-effecter motion, even if the end-effecter move as ideal motion for users. The phenomenon affects user's maneuverability decrease. In this paper, impedance paremeters on the operational point are forcused. The relationsihp between the operational point motion and maneuverability are analyzed in terms of the impedance parameters. To evaluate the maneuverability of PAS applied M-HI, The impedance parameters of each operational point is calculated. Furthermore, modification of impedance parameters on the operational point is proposed. However, the method raise end-effecter motion error, the modification amount optimization is required. In this paper, the optimization method and results of fundamental maneuverability evaluations are shown.
  • Skill Assist Efficiency Control for Periodical Tasks based on Phase Difference Limitation Method of Assist Force under use of Semi-active Assist Mechanisms
    Takashi Kusaka; Takayuki Tanaka; Hidekazu Kajiwara
    Journal of the Robotics Society of Japan, 32, 2, 108, 116, The Robotics Society of Japan, Mar. 2014, [Peer-reviewed]
    Japanese, Scientific journal, This paper describes a method of skill assist efficiency control by using semi-active assist mechanisms based on phase difference limitation method. The skill assist in this study means the motion correction effect in periodical motions. The semi-active assist mechanisms can make the assist force with the phase difference, because the mechanism uses elastic materials as the source of the assist force. This force is controlled by adjusting the fixed point of the elastic materials by using the connected actuator as a series-elastic actuator. We confirmed the motion correction effect of our skill assist based on the phase difference control in previous study. Our proposed method in this study can control the skill assist efficiency to arbitrary value by limitation of the phase difference. Moreover, we confirmed that the proposed method can control its effect through experiments with several value of the efficiency. As a result of this study, we confirmed the fundamental ability of our developed method to control the motion correction ratio depending on types of task or personal differences in periodical motions.
  • Simultaneous Realization of Power Assist and Skill Assist for Sinusoidal Motions by using Semi-active Assist Mechanism
    Takashi Kusaka; Takayuki Tanaka
    2014 PROCEEDINGS OF THE SICE ANNUAL CONFERENCE (SICE), 1762, +, 2014, [Peer-reviewed]
    English, International conference proceedings
  • Power-Assisted cart Control Method with Motor Torque Limiter based on Prediction and its reliability
    Norihiro Kobayashi; Takayuki Tanaka
    2014 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII), 632, 637, 2014, [Peer-reviewed]
    English, International conference proceedings
  • Unloading muscle activation enhances force perception
    Yuichi Kurita; Jumpei Sato; Takayuki Tanaka; Minoru Shinohara; Toshio Tsuji
    ACM International Conference Proceeding Series, 2014, [Peer-reviewed]
    International conference proceedings
  • Evaluation of Assistive Devices Using Humanoid Robot with Mechanical Parameters Identification
    Ko Ayusawa; Shin'ichiro Nakaoka; Eiichi Yoshida; Yumeko Imamura; Takayuki Tanaka
    2014 14th IEEE-RAS International Conference on Humanoid Robots (Humanoids), 205, 211, 2014, [Peer-reviewed]
    English, International conference proceedings
  • Verification of Assistive Effect Generated by Passive Power-Assist Device Using Humanoid Robot
    Yumeko Imamura; Takayuki Tanaka; Ko Ayusawa; Eiichi Yoshida
    2014 IEEE/SICE INTERNATIONAL SYMPOSIUM ON SYSTEM INTEGRATION (SII), 761, 766, 2014, [Peer-reviewed]
    English, International conference proceedings
  • Estimation of lumbar load by 2D reconstruction of spine line using wearable sensor system
    Yoshio Tsuchiya; Yoshikazu Matsuo; Takayuki Tanaka
    Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 2014-, January, 3669, 3674, Institute of Electrical and Electronics Engineers Inc., 2014, [Peer-reviewed]
    English, International conference proceedings
  • Parallel bicycles and their applications
    Maria Q. Feng; Takashi Kawamura; Takayuki Tanaka
    Journal of Robotics and Mechatronics, 26, 1, 9, 14, Fuji Technology Press, 2014, [Peer-reviewed]
    English
  • Pneumatically Driven Prehension Orthosis with Force Control Function
    MOROMUGI SHUNJI; TANAKA TAKAYUKI; HIGASHI TOSHIO; FENG MARIA Q; ISHIMATSU TAKAKAZU
    J Robot Mechatron, 25, 6, 973, 982, 20 Dec. 2013, [Peer-reviewed]
    English, Scientific journal
  • 介護作業従事者の日常業務が疲労感と体力に及ぼす影響
    TOMABECHI NOBUYASU; TAKIZAWA KAZUKI; TANAKA TAKAYUKI; SUZUKI YOSHIHITO
    体力科学, 62, 6, 653, 654, 01 Dec. 2013, [Peer-reviewed]
    Japanese
  • Operational Point Motion Harmonizing Control for Multi-link Power Assist Systems Controllable from Arbitrary Operational Point
    Shibukawa Fumiya; Tanaka Takayuki
    JRSJ, 31, 9, 108, 943, The Robotics Society of Japan, Nov. 2013, [Peer-reviewed]
    Japanese, Scientific journal, We have proposed a Multi-portal Human Interface (M-HI) as an innovative human interface for power assist systems (PAS). The M-HI allows users to apply the operational force anywhere on the power assist system. Because of that, the effective workspace of the PAS is extended as their end-effecter can be controlled as a user desires. However, when users control the PAS on its intermediate joint, the control point motion is different from the end-effecter motion. This motion affects maneuverability of the PAS. In this paper, we consider the number of links and degrees of freedom on a multi-link manipulator. The relation between the control point motion and maneuverability is analyzed. The operational point motion harmonization (OPMH) is based on this relation. This method enables users to control the PAS with M-HI more accurately.
  • Detection of Grape Stem's Base Position by Compliant Contact Using Robot Manipulator
    IGAWA HISASHI; TANAKA TAKAYUKI; KANEKO SHUN'ICHI; TADA TATSUMI; SUZUKI SHIN'ICHI; OMURA ISAO
    精密工学会誌, 79, 7, 651, 658, The Japan Society for Precision Engineering, Jul. 2013, [Peer-reviewed]
    Japanese, To remove weeds around a grape vine without damaging the stem, we propose a contact recognition technology in this paper. The developed technique can reliably determine the position of the vine's lower stem, which may be deformed under sufficient force and may be buried in the weeds. We have developed a new method to detect the position of grape stems as objects in which its deformation is considered. By calculating the deformation from the relations between the geometry and mechanics of manipulator's link postures before and after contact point detection, the position of the object can be determined with high accuracy. Because stem position detection commences after tactile recognition has been performed, any deformation of the object has already occurred. The effect of this initial deformation on the detection accuracy cannot be ignored. Therefore, position detection of object is divided into two operations : reducing the object deformation and detecting the object position. In this way, highly accurate recognition of its position is achieved. The paper continues by giving a detailed explanation of the proposed method.
  • 形状の異なるスコップを使用した6週間の雪かき作業は体力テスト結果に影響を及ぼすのか?
    瀧澤一騎; 田中孝之; 吉成哲; 奈良博之; 柴田啓介; 山中正紀; 鈴木善人
    日本生理人類学会誌, 18, 2, 27, 32, 25 May 2013, [Peer-reviewed]
    Japanese
  • A Modeling of Cerebral Blood Flow Changes due to Head Motion for fNIRS
    Kosuke Takahashi; Takayuki Tanaka; Hiroyuki Nara; Shun'ichi Kaneko; Masao Inoue; Shunji Shimizu; Satoru Kojima
    INTERNATIONAL JOURNAL OF OPTOMECHATRONICS, 7, 2, 83, 95, Apr. 2013, [Peer-reviewed]
    English, Scientific journal
  • Improving the Maneuverability of Power Assist Valves by Considering the Characteristics of Biarticular Muscles
    Motoki Nakano; Takayuki Tanaka; Shun'ichi Kaneko
    Journal of Robotics and Mechatronics, 25, 1, 145, 152, Feb. 2013, [Peer-reviewed]
    English, Scientific journal
  • Improving the Maneuverability of Power Assist Valves by Considering the Characteristics of Biarticular Muscles
    Motoki Nakano; Takayuki Tanaka; Shun'ichi Kaneko
    Journal of Robotics and Mechatronics, 25, 1, 145, 152, Feb. 2013, [Peer-reviewed]
    English, Scientific journal
  • KI‐VPAモデルに基づくVibration Alert Interfaceの順応による振動感覚変化の補正方法
    森友揮; 田中孝之; 金子俊一; 片桐祥雅
    ヒューマンインタフェース学会論文誌(CD-ROM), 15, 1/4, 305, 312, ヒューマンインタフェース学会, Feb. 2013, [Peer-reviewed]
    Japanese
  • Vision-based displacement sensor for monitoring dynamic response using robust object search algorithm
    Yoshio Fukuda; Maria Q. Feng; Yuto Narita; Shun'Ichi Kaneko; Takayuki Tanaka
    IEEE Sensors Journal, 13, 12, 4725, 4732, 2013, [Peer-reviewed]
    English, Scientific journal
  • A proposal for a model of change of maximum isometric muscle force in step-changeworkload
    Shota Ando; Takayuki Tanaka; Hiroyuki Nara; Kazuki Takizawa
    Journal of Robotics and Mechatronics, 25, 6, 1050, 1059, Fuji Technology Press, 2013, [Peer-reviewed]
    English, Scientific journal
  • A proposal for a model of change of maximum isometric muscle force in step-changeworkload
    Shota Ando; Takayuki Tanaka; Hiroyuki Nara; Kazuki Takizawa
    Journal of Robotics and Mechatronics, 25, 6, 1050, 1059, Fuji Technology Press, 2013, [Peer-reviewed]
    English, Scientific journal
  • Improvement of sensory stabilization and repeatability of vibration interface for distance presentation
    Yuki Sampei; Takayuki Tanaka; Yuki Mori; Shun'Ichi Kaneko
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8027, 734, 743, 2013, [Peer-reviewed]
    English, International conference proceedings
  • Development on Smart Suit for Dairy Work Assistance
    Hiroyuki Nara; Takashi Kusaka; Takayuki Tanaka; Takayuki Yamagishi; Shotaroh Ogura
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2840, 2843, 2013, [Peer-reviewed]
    English, International conference proceedings
  • ARE THE RESULTS OF PHYSICAL FITNESS TESTS AFFECTED BY 6 WEEKS SNOW SHOVELLING USING DIFFERENT TYPES OF SHOVELS?
    TAKIZAWA Kazuki; TANAKA Takayuki; YOSHINARI Satoshi; NARA Hiroyuki; SHIBATA Keisuke; YAMANAKA Masanori; SUZUKI Yoshihito
    Japanese Journal of Physiological Anthropology, 18, 2, 87, 92, Japan Society of Physiological Anthropology, 2013, [Peer-reviewed]
    Japanese, We examined physical fitness adaptation after six weeks of snow shovelling using different types of shovels. Thirty-three subjects participated in this study and were divided two groups: normal shovel group and less-workload shovel (UD-shovel) group. Grip strength, vertical jump, 10 m obstacle walking, chair rising test, lactate threshold and body mass were measured before and after six weeks of snow shovelling. All measurements showed no significant differences between the groups. The chair rising test and ten meter obstacle walking were significantly at main effects. These values were higher in the after period than in the before period. But there were no significant differences at main effects in grip strength, vertical jump, lactate threshold and body mass. These results suggest that six weeks of snow shovelling may not affect upper body strength and aerobic capacity, but may affect lower body and muscle of trunk strength, power, agility, balance and coordination. These effects were not different if using normal shovels or UD-shovels.
  • Postural Stabilization by Trunk Tightening Force Generated by Passive Power-Assist Device
    Yumeko Imamura; Takayuki Tanaka; Hiroyuki Nara; Yoshihito Suzuki; Kazuki Takizawa; Masanori Yamanaka
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2836, 2839, 2013, [Peer-reviewed]
    English, International conference proceedings
  • Humanoid Robot as an Evaluator of Assistive Devices
    Kanako Miura; Eiichi Yoshida; Yoshiyuki Kobayashi; Yui Endo; Fumio Kanehioro; Keiko Homma; Isamu Kajitani; Yoshio Matsumoto; Takayuki Tanaka
    2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2013 Vol.1, 679, 685, 2013, [Peer-reviewed]
    English, International conference proceedings
  • 雪かき作業時における筋力補助スーツ着用による軽労化効果の評価
    瀧澤一騎; 田中孝之; 吉成哲; 柴田啓介; 鈴木善人
    体力科学, 61, 6, 684, 684, (一社)日本体力医学会, 01 Dec. 2012, [Peer-reviewed]
    Japanese
  • Power-Assisted cart Control Method with Motor Torque Limiter based on Prediction of Torque Saturation
    Norihiro Kobayashi; Takayuki Tanaka; Shun'ichi Kankeo
    Journal of Energy & Power Engineering, 6, 8, 1349, Oct. 2012, [Peer-reviewed]
    English, Scientific journal
  • Reliability Analysis of Object Position Measured by Motion Stereo Considering Camera Vibration
    OKAZAKI Shin'ya; TANAKA Takayuki; KANEKO Shun'ichi; TAKAUJI Hidenori; KOCHI Nobuo; YAMADA Mitsuharu
    IEEJ Transactions on Industry Applications, 132, 10, 942, 950, The Institute of Electrical Engineers of Japan, 01 Oct. 2012, [Peer-reviewed]
    Japanese, This study is aimed at developing a high-reliability motion stereo system through the consideration of camera vibration. In stereo measurement, we can approximate the distribution of measurement the error in images as a uniform distribution, and the distribution of the disparity error as a triangular distribution. Therefore, the parameters of the distributions are the mean value µ and the standard deviation σ, while the amplitude A and the frequency F are regarded as parameters of camera vibration. In our previous work, we constructed a model of the measurement error resulting from camera vibration. In this study, we define the existing probability of objects by using the measurement error model, and the reliability of object position. In addition, we verify the validity of the existing probability and reliability.
  • Measurement and Modeling of Perception Adaptation to Vibratory Frequency for Vibration Alert Interface
    MORI Yuki; TANAKA Takayuki; KANEKO Shun'ichi; KATAGIRI Yoshitada
    The Transactions of Human Interface Society, 14, 3, 293, 301, Human Interface Society, 25 Aug. 2012, [Peer-reviewed]
    Japanese,

    This paper describes a method to model the change in vibratory perception due to the adaptation. In the vibration alert interface, user has to perceive the vibratory frequency correctly, however when the frequency was the same, the vibration perception was different if the frequency before change was different. Experimental results showed that the higher vibration frequency before the change is, the weaker vibration strength user perceives. In order to correct this difference of vibratory perception, we create a model to calculate the perception adaptation. Simulation result shows accuracy of this model.

  • Power-Assisted cart Control Method with Motor Torque Limiter based on Prediction of Torque Saturation
    Norihiro Kobayashi; Takayuki Tanaka; Shun'ichi Kankeo
    Journal of Energy & Power Engineering, 6, 8, 1349, Aug. 2012, [Peer-reviewed]
    English
  • Operational Force Stabilization for Power Assist Systems Considering User's Visuospatial Recognition Resolution based on Fuzzy Regression Analysis
    SHIBUKAWA Fumiya; TANAKA Takayuki; KANEKO Shun'ichi
    日本ロボット学会誌, 30, 4, 420, 427, 日本ロボット学会, 15 May 2012, [Peer-reviewed]
    Japanese, Scientific journal
  • A Yank-based Variable Coefficient Method for a Low-Powered Semi-Active Power Assist System
    Andre Rosendo; Takayuki Tanaka; Shun'ichi Kaneko
    Journal of Robotics and Mechatronics, 24, 2, 291, 297, Apr. 2012, [Peer-reviewed]
    English
  • Robust Tactile Recognition of Grape Trunk Considering Visual Recognizing Ability for Weeding Robot in Vineyard
    井川 久; 田中 孝之; 金子 俊一
    精密工学会誌, 78, 2, 160, 167, 精密工学会, Feb. 2012, [Peer-reviewed]
    Japanese, Scientific journal
  • Vibration Alert Interfaceにおける振動周波数に対する振動感覚順応とそのモデル化
    森友揮; 田中孝之; 金子俊一; 片桐祥雅
    ヒューマンインタフェース学会論文誌(CD-ROM), 14, 1/4, 293, 301, Feb. 2012, [Peer-reviewed]
    Japanese
  • A Modeling of Cerebral Blood Flow Changes due to Head Motion for fNIRS
    Kosuke Takahashi; Takayuki Tanaka; Hiroyuki Nara; Shun'ichi Kaneko; Masao Inoue; Shunji Shimizu; Satoru Kojima
    2012 INTERNATIONAL SYMPOSIUM ON OPTOMECHATRONIC TECHNOLOGIES (ISOT), 7, 1/2, 83, 95, 2012, [Peer-reviewed]
    English, International conference proceedings
  • Measurement and Modeling of Perception Adaptation to Vibratory Frequency for Vibration Alert Interface
    森 友揮; 田中 孝之; 金子 俊一
    ヒューマンインタフェース学会論文誌 The transactions of Human Interface Society, 14, 1, 293, 301, ヒューマンインタフェース学会, 2012, [Peer-reviewed]
    Japanese
  • Smart Suit Lite Integrated with Jockey Protector and Verification of Its Load Reduction
    日下聖; 田中孝之; 今村由芽子; 齊藤宗信; 鈴木善人
    Hippophile, 0, 47, 27, 33, 日本ウマ科学会, Jan. 2012, [Peer-reviewed]
    Japanese
  • A yank-based variable coefficient method for a low-powered semi-active power assist system
    Andre Rosendo; Takayuki Tanaka; Shun'ichi Kaneko
    Journal of Robotics and Mechatronics, 24, 2, 291, 297, Fuji Technology Press, 2012, [Peer-reviewed]
    English, Scientific journal
  • Analysis of Power Assist Effect during Skill Assist for Periodic Motions Under Use of Semi-active Assist Mechanisms
    Takashi Kusaka; Takayuki Tanaka; Shun'ichi Kaneko; Hidekazu Kajiwara
    2012 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 758, 763, 2012, [Peer-reviewed]
    English, International conference proceedings
  • Improving the Maneuverability of Power Assist Valves by Compensation Considering of Posture
    Motoki Nakano; Takayuki Tanaka; Shun'ichi Kaneko
    2012 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 1111, 1116, 2012, [Peer-reviewed]
    English, International conference proceedings
  • Base Position Detection of Grape Stem Considering Its Displacement for Weeding Robot in Vineyards
    Hisashi Igawa; Takayuki Tanaka; Shun'ichi Kaneko; Tatsumi Tada; Shin'ichi Suzuki; Isao Ohmura
    38TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2012), 2567, 2572, 2012, [Peer-reviewed]
    English, International conference proceedings
  • Motion-based design of elastic belts for passive assistive device using musculoskeletal model
    Yumeko Imamura; Takayuki Tanaka; Yoshihito Suzuki; Kazuki Takizawa; Masanori Yamanaka
    2011 IEEE International Conference on Robotics and Biomimetics, IEEE, Dec. 2011, [Peer-reviewed]
    International conference proceedings
  • 形状の違うスコップによる6週間の雪かき作業が体力に及ぼす影響
    瀧澤一騎; 田中孝之; 吉成哲; 奈良博之; 柴田啓介; 鈴木善人
    体力科学, 60, 6, 797, 797, (一社)日本体力医学会, 01 Dec. 2011
    Japanese
  • 雪かき運動による漸増負荷試験は全身持久力テストとして妥当か?
    柴田啓介; 田中孝之; 瀧澤一騎; 吉成哲; 鈴木善人
    体力科学, 60, 6, 765, 765, (一社)日本体力医学会, 01 Dec. 2011
    Japanese
  • 雪かき運動におけるLT強度測定を目的とした漸増負荷運動プロトコルの作成
    瀧澤一騎; 吉成哲; 奈良博之; 鈴木善人; 田中孝之
    体力科学, 60, 4, 468, 469, 01 Aug. 2011
    Japanese
  • Development of Measurement Error Model for Stereo Measurement System by Considering Camera Vibration
    OKAZAKI Shin'ya; TANAKA Takayuki; KANEKO Shun'ichi; TAKAUJI Hidenori; KOCHI Nobuo; YAMADA Mitsuharu
    IEEJ Transactions on Industry Applications, 131, 4, 522, 530, The Institute of Electrical Engineers of Japan, 01 Apr. 2011
    Japanese, This study aims to establish an error model for a stereo measurement system by considering camera vibration. In stereo measurements, we can approximate the measurement error distribution in images as a uniform distribution. Therefore, the parameters of the measurement error distribution are the mean value µ and the standard deviation σ, while the amplitude A and the frequency F are regarded as the parameters of the camera vibration. In order to verify the relationships between the parameters of the measurement error distribution and those of the camera vibration, we performed an experiment using a vibration-testing system. The results of the experiment showed that the vibration did not affect µ. Moreover, we found a positive correlation between σ and A as well as a negative correlation betweenσ and F. Using these relationships, we estimated the parameters of the measurement error from the parameters of the camera vibration.
  • Motion-based-design of elastic material for passive assistive device using musculoskeletal model
    Yumeko Imamura; Takayuki Tanaka; Yoshihito Suzuki; Kazuki Takizawa; Masanori Yamanaka
    Journal of Robotics and Mechatronics, 23, 6, 978, 990, Fuji Technology Press, 2011, [Peer-reviewed]
    English, Scientific journal
  • Design of vibration alert interface based on tactile adaptation model to vibration stimulation
    Yuki Mori; Takayuki Tanaka; Shun'ichi Kaneko
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6771, 1, 462, 469, 2011, [Peer-reviewed]
    English, International conference proceedings
  • An Operational Method from Arbitrary Point on Multi-link Power Assist Systems: An Motion Generation for Operational Force Harmonization
    Shibukawa Fumiya; Tanaka Takayuki; Kaneko Shunichi
    Proceedings of the Japan Joint Automatic Control Conference, 54, 386, 386, The Japan Joint Automatic Control Conference, 2011
    Japanese, In this paper, a multi-portal human interface (M-HI) as an innovative human interface for power assist systems (PASs) is proposed.
    M-HI enables users to control PAS's end-effecter from anywhere on the PAS.
    In addition, this paper demonstrates the effectiveness of M-HI with respect to expanding the effective workspace of power assist systems containing multi-degrees of freedom manipulators.
    The experiment of applying M-HI to the Three-degrees of freedom PAS limited the motion into sagittal plane and evaluation its maneuverability are carried out.
    Controlling from intermediate joint of the PAS, the motion of control point sometimes interference against operational force.
    In this paper the method to harmonize the force of control point and operational force, and evaluate its effectiveness.
  • Skill assist and power assist for periodic motions by using semi-active assist mechanism with energy control
    Takashi Kusaka; Takayuki Tanaka; Shun'ichi Kaneko; Hidekazu Kajiwara
    2011 IEEE International Conference on Robotics and Biomimetics, ROBIO 2011, 2187, 2192, 2011, [Peer-reviewed]
    English, International conference proceedings
  • Fundamental study on evaluation of KEIROKA(fatigue-reduction) technology in using UD shovel for removing snow by musculo-skeletal dynamics simulator
    Hiroyuki Nara; Takayuki Tanaka; Yumeko Imamura; Satoshi Yoshinari; Yasuhiro Nakajima; Shun'ichi Kaneko
    2011 IEEE International Conference on Robotics and Biomimetics, ROBIO 2011, 1579, 1584, IEEE, 2011, [Peer-reviewed]
    English, International conference proceedings
  • A design of the multi-portal human interface considering user's line of sight and controlling stability
    Fumiya Shibukawa; Takayuki Tanaka; Shun'ichi Kaneko
    2010 IEEE International Conference on Robotics and Biomimetics, IEEE, Dec. 2010, [Peer-reviewed]
    International conference proceedings
  • High-speed impedance matching based on muscle characteristic and its application for improving maneuverability of power assist valve
    Motoki Nakano; Shunichi Kaneko; Takayuki Tanaka; Koichi Yamano
    2010 IEEE International Conference on Systems, Man and Cybernetics, IEEE, Oct. 2010, [Peer-reviewed]
    International conference proceedings
  • Self-localization of a mobile robot on irregular ground using a laser range finder
    Naohito Takasuka; Takayuki Tanaka; Shun'ichi Kaneko; Tatsumi Tada; Shin'ichi Suzuki
    2010 World Automation Congress, 1, 6, Sep. 2010, [Peer-reviewed]
    International conference proceedings
  • A method of trajectory generation to vehicle robot under unknown environment
    D. Nagahara; S. Takahashi; T. Tanaka; S. Kaneko
    Proceedings of World Automation Congress, Sep. 2010, [Peer-reviewed]
  • 動きを“視る”動作解析 動作計測に基づいた筋力補助装置・装具の設計
    田中孝之
    映像情報Industrial, 42, 8, 41, 47, Aug. 2010, [Invited]
    Japanese
  • Design of Vibration Alert Interface based on Vibration Strength Considering Skin Deformation with Respect to Grip Force
    MORI Yuki; TANAKA Takayuki; KANEKO Shun'ichi
    Human interface, 12, 2, 103, 111, ヒュ-マンインタフェ-ス学会, 25 May 2010
    Japanese
  • A novel semi-active assist system considering low-powered actuator limitations
    Andre Rosendo; Takayuki Tanaka; Shuńichi Kaneko
    2010 IEEE International Conference on Robotics and Biomimetics, ROBIO 2010, 1104, 1109, 2010, [Peer-reviewed]
    English, International conference proceedings
  • Modeling stereo measurement error by considering camera vibration
    Shin'ya Okazaki; Takayuki Tanaka; Shun'ichi Kaneko; Hidenori Takauji; Nobuo Kochi; Mitsuharu Yamada
    2010 International Symposium on Optomechatronic Technologies, ISOT 2010, 2010, [Peer-reviewed]
    English, International conference proceedings
  • Control method for power-assist systems with energy regeneration system based on predicting operation
    Norihiro Kobayashi; Takayuki Tanaka; Shun'ichi Kaneko
    IECON 2010 - 36TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2010, [Peer-reviewed]
    English, International conference proceedings
  • Vision-Based Displacement Sensor for Monitoring Dynamic Response Using Robust Object Search Algorithm
    Yoshio Fukuda; Maria Feng; Yuto Narita; Shun'ichi Kaneko; Takayuki Tanaka
    2010 IEEE SENSORS, 1928, 1931, 2010, [Peer-reviewed]
    English, International conference proceedings
  • Assist Force Control of Smart Suit for Horse Trainers Considering Motion Synchronization
    T. Kusaka; T. Tanaka; S. Kaneko; Y. Suzuki; M. Saito; H. Kajiwara
    International Journal of Automation Technology, 3, 6, 723, 730, Dec. 2009, [Peer-reviewed]
    English, Scientific journal
  • Visual and tactual recognition of trunk of grape for weeding robot in vineyards
    Hisashi Igawa; Takayuki Tanaka; Shun'ichi Kaneko; Tatsumi Tada; Shin'ichi Suzuki
    2009 35th Annual Conference of IEEE Industrial Electronics, IEEE, Nov. 2009, [Peer-reviewed]
    International conference proceedings
  • Improving Maneuverability of Power-Assisted Valve for Fire Engines Based on Prediction of Valve Opening Time
    Motoki Nakano; Takayuki Tanaka; Shun’ichi Kaneko; Koichi Yamano; Yoichiro Tsutsui
    Journal of Robotics and Mechatronics, 21, 5, 628, 634, Oct. 2009, [Peer-reviewed]
    English, Scientific journal
  • Human Joint Motion Recognition Using Ultrasound Pulse Echo Based on Test Feature Classifier
    Yoichiro Tsutsui; Takayuki Tanaka; Shun’ichi Kaneko; Yukinobu Sakata; Maria Q. Feng
    Journal of Robotics and Mechatronics, 21, 5, 597, 606, Oct. 2009, [Peer-reviewed]
    English, Scientific journal
  • Support device for horse trainer to decrease muscular fatigue on horse training
    田中 孝之; 齊藤 宗信; 鈴木 善人
    Descente sports science, 30, 163, 171, 石本記念デサントスポ-ツ科学振興財団事務局, Jun. 2009
    Japanese
  • Robust Focusing using Orientation Code Matching
    LI YUAN; TAKAUJI HIDENORI; OMURA ISAO; KANEKO SHUN'ICHI; TANAKA TAKAYUKI
    精密工学会誌(CD-ROM), 75, 5, 650, 656, 05 May 2009
    Japanese
  • A Rotational Registration Method by Using Local Consistency of Point Dispersion Considering Defect Types
    URANO Takahiro; KANEKO Shun'ichi; TAKAUJI Hidenori; TANAKA Takayuki; MAEDA Shunji; SHIBUYA Hisae; YOSHIDA Minoru
    IEEJ Transactions on Electronics, Information and Systems, 129, 5, 778, 785, The Institute of Electrical Engineers of Japan, 01 May 2009
    Japanese, A novel algorithm for rotational registration of dot-cloud data based on Local Consistency of Point Dispersion considering defect types (color LCPD) is proposed. In this approach, a new measurement of the local consistency of the distribution of the dot clouds in both data sets is developed, which can then be combined into a weighted-metric based on the importance of the defect types. This method is expected to be effective and robust in the registration of randomly distributed, inconsistent observations. It has been shown to converge to the true solution in a variety of cases involving both real and simulated data.
  • Robust Focusing using Orientation Code Matching
    Yuan Li; Isao Ohmura; Hidenori Takauji; Shun'ichi Kaneko; Takayuki Tanaka
    Electronic Letters on Computer Vision and Image Analysis, 7, 3, 101, 114, 2009, [Peer-reviewed]
    English, Scientific journal
  • Assist force control of smart suit for horse trainer considering motion synchronization and postural stabilization
    Takashi Kusaka; Takayuki Tanaka; Shun'ichi Kaneko; Yoshihito Suzuki; Munenobu Saito; Shuji Seki; Naohisa Sakamoto; Hidekazu Kajiwara
    ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings, 770, 775, 2009
    English, International conference proceedings
  • Multi-portal Human Interface
    Fumiya Shibukawa; Takayuki Tanaka; Shun'ichi Kaneko
    IECON: 2009 35TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS, VOLS 1-6, 35th Vol.6, 4010, 4015, 2009
    English, International conference proceedings
  • A Robust Real Velocity Sensing for Agrimotors by Orientation Code Matching
    NAKAHARA Kazuya; TAKAUJI Hidenori; KANEKO Shun'ichi; TANAKA Takayuki; SHIMIZU Masashi; MIYASHITA Yukio; OHMURA Isao
    The IEICE transactions on information and systems, 91, 3, 793, 802, The Institute of Electronics, Information and Communication Engineers, 01 Mar. 2008
    Japanese, 圃場での大きなスリップなどが避けられないスプレイヤ(散布機)やハーベスタ(収穫機)などの農作業機の実速度をロバストに計測するためのシステムを開発することを目的とする.従来のタコメータ形式の計測ではなく,地面の移動量を画像照合により間接的に測定する.その際,方向符号照合法に基づくことにより,天候不良,圃場の状態変動などの影響を排除したロバスト計測を実現した.試作システムを農耕用トラクタに搭載し,雨天や作業内容が異なる実圃場において速度計測実験を行うことにより有効性を検証した.
  • Improvement Performance of Test Feature Classifier by a Weighted Voting Method
    SAKATA Yukinobu; KANEKO Shun'ichi; TANAKA Takayuki
    The IEICE transactions on information and systems, 91, 1, 89, 100, The Institute of Electronics, Information and Communication Engineers, 01 Jan. 2008
    Japanese, 本論文では,ノンパラメトリックなパターン分類器として提案されたテスト特徴分類器(TFC)の識別性能の改良と,その実応用における可能性を検証することを目的とする.TFCでは,分類に有効な特徴量の組合せであるプライムテスト特徴(PTF)に投影された入力未知パターンに対して同時に最近傍法による識別を行い,それらの認識結果に基づく投票処理の集票スコアにより入力パターンを識別する.本手法では,PTFの特性に基づいた重み係数による重み付き投票処理を行う.これにより,各PTFの機能がより効果的に発揮され分類器の性能向上が期待できる.更に提案手法を逐次学習アルゴリズムへ拡張する.実データによる実験結果により本手法の有効性を確認した.
  • Robust self-matching based focus measure
    Li Yuan; Hidenori Takauji; Shun'ichi Kaneko; Takayuki Tanaka; Isao Ohmura
    Proceedings of SPIE - The International Society for Optical Engineering, 7266, 2008, [Peer-reviewed]
    English, International conference proceedings
  • Object recognition based on relationship between camera vibration and measurement error on stereo measurement
    Shin'ya Okazaki; Takayuki Tanaka; Syun'ichi Kaneko; Hidenori Takauji
    Proceedings of SPIE - The International Society for Optical Engineering, 7266, 2008, [Peer-reviewed]
    English, International conference proceedings
  • A blowing-based method of detecting trunk and estimating root position for weeding mobile robots
    Fan Zhang; Akihiko Matsushita; Shun'ichi Kaneko; Takayuki Tanaka
    Proceedings of SPIE - The International Society for Optical Engineering, 7266, 2008, [Peer-reviewed]
    English, International conference proceedings
  • Smart Suit: Soft Power Suit with Semi-active Assist Mechanism - Prototype for Supporting Waist and Knee Joint
    Takayuki Tanaka; Yuta Satoh; Shun'ichi Kaneko; Yoshihito Suzuki; Naohisa Sakamoto; Shuji Seki
    2008 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-4, 1707, +, 2008, [Peer-reviewed]
    English, International conference proceedings
  • Simultaneous Estimation of Torque and Angle of Human Elbow Joint by Using Ultrasound Echo
    TSUTSUI YOICHIRO; HAYASE KAZUHIKO; TANAKA TAKAYUKI; KANEKO SHUN'ICHI; FENG MARIA Q
    精密工学会誌(CD-ROM), 73, 11, 1273, 1278, 05 Nov. 2007
    Japanese
  • Registration Method by Using LCPD and Its Application for Defect Points
    URANO Takahiro; KANEKO Shun'ichi; TAKAUJI Hidenori; TANAKA Takayuki; MAEDA Shunji; SHIBUYA Hisae; YOSHIDA Minoru
    The IEICE transactions on information and systems, 90, 10, 2798, 2806, The Institute of Electronics, Information and Communication Engineers, 01 Oct. 2007
    Japanese, 照合指標のない光学・磁気ディスクメディアのような回転媒体における新しいロバスト回転照合アルゴリズムLocal Consistency of Point Dispersion (LCPD)法を提案する.これは個々の点データ周りの局所的範囲における他点群データとの分布の一貫性を評価し,その局所的評価値は重みを設定して累積するアプローチに基づいている.提案手法の例外値に対するロバスト性について,点群データの分類に基づく定性的な考察を行っている.提案手法が例外値データの含有に対して,高いロバスト性を有し,しかも良好な収束性能を実現していることを,シミュレーション,及び実データに基づく実験によって示す.
  • Joint Torque and Angle Estimation by Using Ultrasound Transmitted through Human Muscle
    TSUTSUI YOICHIRO; TANAKA TAKAYUKI; KANEKO SHUN'ICHI; FENG MARIA Q
    精密工学会誌(CD-ROM), 73, 9, 1062, 1067, 05 Sep. 2007
    Japanese
  • Robust Rotation-invariant Search based on Orientation Code Difference Histogram
    URANO Takahiro; KANEKO Shun'ichi; TAKAUJI Hidenori; TANAKA Takayuki
    The Journal of the Institute of Image Electronics Engineers of Japan, 36, 4, 417, 425, The Institute of Image Electronics Engineers of Japan, 25 Jul. 2007
    Japanese, A rotation-invariant template matching scheme using orientation code difference histogram (OCDH) is proposed. Orientation code features based on local distributions of pixel brightness, which are robust against furious change in illumination. We utilize the fact that a difference between any two orientation codes with a constant displacement is invariant for any rotation of images. We propose a two-stage framework for realizing the fast rotation-invariant template matching based on OCDH. In the first stage, candidate positions are selected through evaluation of OCDH at every position, and then in the second stage, we estimate approximate rotation angles and we finally register at the positions.
  • Expanding Measurement Range of Binocular Stereovision Based On Mono-MoCap
    TAKAHASHI HIDENORI; TANAKA TAKAYUKI; KANEKO SHUN'ICHI
    精密工学会誌(CD-ROM), 73, 6, 671, 676, 05 Jun. 2007
    Japanese
  • Human joint movement recognition by using ultrasound echo based on test feature classifier
    Yoichiro Tsutsui; Yukinobu Sakata; Takayuki Tanaka; Shun'ichi Kaneko; Maria Q. Feng
    2007 IEEE SENSORS, VOLS 1-3, 1205, 1208, 2007, [Peer-reviewed]
    English, International conference proceedings
  • Visual guide power assist system to adapt operators' motion - art. no. 6719OH
    Shunsuke Kawaai; Takayuki Tanaka; Shunichi Kaneko
    OPTOMECHATRONIC SYSTEMS CONTROL III, 6719, OH719, OH719, 2007, [Peer-reviewed]
    English, International conference proceedings
  • Vision based environment recognition for mobile robot in irregular ground
    Shin'ya Okazaki; Takayuki Tanaka; Syun'ichi Kaneko; Akihiko Matsushita
    2007 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-6, 1860, 1864, 2007, [Peer-reviewed]
    English, International conference proceedings
  • Robust focusing by Orientation Code Matching
    Yuan Li; Isao Ohmura; Hidenori Takauji; Shun'ichi Kaneko; Takayuki Tanaka
    PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-8, 749, +, 2007, [Peer-reviewed]
    English, International conference proceedings
  • 3D measurement of flexible objects by robust motion stereo
    Y. Domae; H. Takauji; S. Kaneko; T. Tanaka; H. Okuda; M. Hashimoto
    PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-8, 737, +, 2007, [Peer-reviewed]
    English, International conference proceedings
  • 3-dimensional measurement of cable configuration being based on feature tracking motion stereo
    Yukiyasu Domae; Haruhisa Okuda; Hidenori Takauji; Shun'ichi Kaneko; Takayuki Tanaka
    OPTOMECHATRONIC SYSTEMS CONTROL III, 6719, 2007, [Peer-reviewed]
    English, International conference proceedings
  • Robust focusing by orientation code matching and its application to depth reconstruction
    Yuan Li; Isao Ohmura; Hidenori Takauji; Shun'ichi Kaneko; Takayuki Tanaka
    EIGHT INTERNATIONAL CONFERENCE ON QUALITY CONTROL BY ARTIFICIAL VISION, 6356, 2007, [Peer-reviewed]
    English, International conference proceedings
  • Distortion and scale estimation for robust tag registration - art. no. 671804
    Io Nakayama; Hidenori Takauji; Shun'ichi Kaneko; Takayuki Tanaka
    OPTOMECHATRONIC COMPUTER-VISION SYSTEMS II, 6718, 71804, 71804, 2007, [Peer-reviewed]
    English, International conference proceedings
  • Robot contest competition, an approach to venture mind education
    Takashi Kawamura; Takayuki Tanaka
    2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS, 83, +, 2007, [Peer-reviewed]
    English, International conference proceedings
  • Matching-based focusing by Orientation Code Matching and depth reconstruction
    Yuan Li; Hidenori Takauji; Shunichi Kaneko; Takayuki Tanaka; Isao Ohmura
    OPTOMECHATRONIC COMPUTER-VISION SYSTEMS II, 6718, 2007, [Peer-reviewed]
    English, International conference proceedings
  • Robust Joint Torque Estimation for Using EMG Sensor Suit and High-speed Calibration
    SUZUKI Yousuke; TANAKA Takayuki; FENG Maria Q.; MOROMUGI Shunji
    計測自動制御学会論文集, 42, 8, 982, 990, 計測自動制御学会, 31 Aug. 2006
    Japanese, Scientific journal
  • A Robust Walk of Quasi Passive Walking Robot Controled by Periodic Input
    UMEGAE Masamori; KAJIWARA Hidekazu; TANAKA Takayuki; KANEKO Shun'ichi
    計測自動制御学会論文集, 42, 8, 974, 981, 計測自動制御学会, 31 Aug. 2006
    Japanese
  • Motion Capture for 3D Human Motion Measurement by Using One Camera with Polygonal Markers
    TAKAHASHI Hidenori; TANAKA Takayuki; KANEKO Shun'ichi
    計測自動制御学会論文集, 42, 7, 719, 726, 計測自動制御学会, 31 Jul. 2006
    Japanese, Scientific journal
  • Scalable Image Searching Method based on Orientation Code Density
    TAKAUJI Hidenori; KANEKO Shun'ichi; TANAKA Takayuki
    Journal of the Japan Society for Precision Engineering, Contributed Papers, 72, 4, 487, 493, The Japan Society for Precision Engineering, 05 Apr. 2006
    Japanese, This paper aims to propose a fast image searching method from environmental observation images even in the presence of scale changes. A new scheme has been proposed for extracting feature areas based on a robust image registration algorithm called Orientation code matching. Extracted areas are stored as template images and utilized in image searching. As the number of template images grows, the searching cost becomes a serious problem. Additionally, changes of viewing positions cause scale change of an image and matching failure. In our scheme, richness in features is important for feature area generation and the entropy is used to evaluate the variety of edge directions which are stable to scale change of the image. This characteristic contributes to limitation of searching area and reduction in calculation costs. Scaling factors are estimated by orientation code density which means the percentage of effective codes in fixed size areas. An estimated scaling factor is applied to matching a scale of template images to one of observation images. Some experiments are performed in order to compare computation time and verify effectiveness of estimated scaling factor using real scenes.
  • Efficient Template Matching Algorithm for Binary Image based on Scanning-type Upper Limit Estimation
    MAE TAKAHIRO; KANEKO SHUN'ICHI; TANAKA TAKAYUKI
    精密工学会誌(CD-ROM), 72, 4, 481, 486, 05 Apr. 2006
    Japanese
  • Scalable Image Searching Method based on Orientation Code Density
    TAKAUJI HIDENORI; KANEKO SHUN'ICHI; TANAKA TAKAYUKI
    精密工学会誌(CD-ROM), 72, 4, 487, 493, 05 Apr. 2006
    Japanese
  • Efficient Template Matching Algorithm for Binary Image based on Scanning-type Upper Limit Estimation
    MAE Takahiro; KANEKO Shun'ichi; TANAKA Takayuki
    Journal of the Japan Society for Precision Engineering, Contributed Papers, 72, 4, 481, 486, The Japan Society for Precision Engineering, 05 Apr. 2006
    Japanese, An efficient algorithm for binary template matching is proposed. For efficient search, object images to be checked is divided into two regions: R-region and P-region. In R-region, an upper limit of correlation coefficients can be derived as an interval estimation based on mathematical analysis of correlations of the object image and a pivot image. In P-region, another interval estimation is formalized based on the number of white and black pixels in a template and the object image. By use of these interval estimations, a scanning-type upper limit estimation of correlation coefficients can be formalized for the efficient search algorithm. Experiments show the effectiveness and efficiency of the proposed search algorithm.
  • Autonomous and robust structuring of real environment by searching complex regions
    Hidenori Takauji; Io Nakayama; Shunichi Kaneko; Takayuki Tanaka
    International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 36, International Society for Photogrammetry and Remote Sensing, 2006
    English, International conference proceedings
  • Extraction and tracking of orientation coded features being robust against illumination changes
    Yukiyasu Domae; Hidenori Takauji; Henrik Stier; Shunichi Kaneko; Takayuki Tanaka
    International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 36, 2006
    International conference proceedings
  • A sensor to measure hardness of human tissue
    Shunji Moromugi; Shinichi Kumano; Mitsuaki Ueda; Takakazu Ishimatsu; Maria Q. Feng; Takayuki Tanaka
    2006 IEEE SENSORS, VOLS 1-3, 388, +, 2006, [Peer-reviewed]
    English, International conference proceedings
  • Using orientation code matching for robustly sensing real velocity of agrimotors
    Kazuya Nakahara; Hidenori Takauji; Shun'ichi Kaneko; Takayuki Tanaka; Masashi Shimizu; Yukio Miyashita
    OPTOMECHATRONIC SENSORS, INSTRUMENTATION, AND COMPUTER-VISION SYSTEMS, 6375, 2006, [Peer-reviewed]
    English, International conference proceedings
  • Local retouching of degraded images by histogram-based similarity evaluation
    Lin Fu; Shun'ichi Kaneko; Takayuki Tanaka
    OPTOMECHATRONIC SENSORS, INSTRUMENTATION, AND COMPUTER-VISION SYSTEMS, 6375, 2006, [Peer-reviewed]
    English, International conference proceedings
  • Expansion of Measuring Range of Binocular Stereovision System Based On Mono-MoCap
    Hidenori Takahashi; Takayuki Tanaka; Shun'ichi Kaneko
    OPTOMECHATRONIC SENSORS, INSTRUMENTATION, AND COMPUTER-VISION SYSTEMS, 6375, 2006, [Peer-reviewed]
    English, International conference proceedings
  • Integral Ultrasonic Muscle Activity Sensor for Detecting Human Motion
    T. Koyama; T. Tanaka; S. Kaneko; S. Moromugi; M.Q. Feng
    2005 IEEE International Conference on Systems, Man and Cybernetics, 2, 1669, 1674, IEEE, Oct. 2005, [Peer-reviewed]
    English, International conference proceedings
  • Soft Sensor Suits as Man-Machine Interface for Wearable Power Amplifier
    Y. Suzuki; S. Moromugi; T. Tanaka; S. Kaneko; M.Q. Feng
    2005 IEEE International Conference on Systems, Man and Cybernetics, 2, 1680, 1685, IEEE, Oct. 2005, [Peer-reviewed]
    English, International conference proceedings
  • Robust Tagging in Strange Circumstance
    TAKAUJI Hidenori; KANEKO Shun'ichi; TANAKA Takayuki
    IEEJ Transactions on Electronics, Information and Systems, 125, 6, 926, 934, The Institute of Electrical Engineers of Japan, 01 Jun. 2005
    Japanese, This paper aims to propose a new scheme for robust tagging for landmark definition in unknown circumstance using some qualitative evaluations based on Orientation code representation and matching which has been proposed for robust image registration even in the presence of change in illumination and occlusion. Necessary characteristics for effective tags: richness, similarity, and uniqueness, are considered in order to design an algorithm for tag detection. These qualitative considerations can be utilized to design simple and robust algorithm for tag definition in combination with the robust image registration algorithm.
  • Duplex ultrasonic muscle activity sensor
    Yoichiro Tsutsui; Takayuki Tanaka; Shun'ichi Kaneko; Maria Q. Feng
    Proceedings of IEEE Sensors, 2005, 310, 313, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Efficient template matching algorithm based on interval estimations on correlation
    Takahiro Mae; Shun'ichi Kaneko; Takayuki Tanaka
    Proceedings of SPIE - The International Society for Optical Engineering, 6051, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Application of successive test feature classifier to dynamic recognition problems
    Yukinobu Sakata; Shun'ichi Kaneko; Takayuki Tanaka
    Proceedings of SPIE - The International Society for Optical Engineering, 6051, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Joint torque and angle estimation by using ultrasonic muscle activity sensor
    Yoichiro Tsutsui; Takayuki Tanaka; Shun'ichi Kaneko; Maria Q. Feng
    Proceedings of SPIE - The International Society for Optical Engineering, 6049, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Self maintenance robot system using physical information learning for mobile robot with visual sensors
    Naohiro Sekiguchi; Takayuki Tanaka; Shun'ichi Kaneko
    Proceedings of SPIE - The International Society for Optical Engineering, 6052, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Robust tracking based on orientation code matching under irregular conditions
    Yukiyasu Domae; Shun'ichi Kaneko; Takayuki Tanaka
    Proceedings of SPIE - The International Society for Optical Engineering, 6051, 2005, [Peer-reviewed]
    English, International conference proceedings
  • A fast tag searching method based on orientation code entropy and density
    Hidenori Takauji; Shun'ichi Kaneko; Takayuki Tanaka
    Proceedings of SPIE - The International Society for Optical Engineering, 6051, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Fast and robust rotation-invariant search by using orientation code difference histogram
    Takahiro Urano; Shun'ichi Kaneko; Takayuki Tanaka
    Proceedings of SPIE - The International Society for Optical Engineering, 6051, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Motion capture for human motion measuring by using single camera with triangle markers
    Hidenori Takahashi; Takayuki Tanaka; Shun'ichi Kaneko
    Proceedings of SPIE - The International Society for Optical Engineering, 6049, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Auto-calibration system, of EMG sensor suit
    Yousuke Suzuki; Takayuki Tanaka; Maria Q. Feng
    Proceedings of SPIE - The International Society for Optical Engineering, 6049, 2005, [Peer-reviewed]
    English, International conference proceedings
  • MEMS and fiber optics sensor-based wearable interface for medical applications
    Y Fukuda; T Tanaka; MQ Feng; T Ishimatsu
    2005 IEEE SENSORS, VOLS 1 AND 2, 814, 817, 2005, [Peer-reviewed]
    English, International conference proceedings
  • Learning of body sense and body image for mobile robot with visual sensors
    N Sekiguchi; T Tanaka; S Kaneko
    2005 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS, VOLS 1 AND 2, 2005 Vol.2, 1269, 1274, 2005
    English, International conference proceedings
  • Muscle Stiffness Sensor to Control Assisting Device for the Disabled
    Shunji Moromugi; Yasuhiro Koujina; Seigo Ariki; Akira Okamoto; Takayuki Tanaka; Maria Q. Feng; Takakazu Ishimatsu
    Journal of Artificial Life and Robotics, 8, 1, 42, 45, Jan. 2004, [Peer-reviewed]
    English, Scientific journal
  • Torque Estimation Using Ultrasonic Muscle Activity Sensor(Power Assist and Nursing 2,Session: TP1-C)
    Tsutsui Yoichiro; Tanaka Takayuki; Suzuki Yosuke; Feng Maria Q.
    The Abstracts of the international conference on advanced mechatronics : toward evolutionary fusion of IT and mechatronics : ICAM, 2004, 48, 48, The Japan Society of Mechanical Engineers, 2004
    English
  • Smart power suit with variable stiffness mechanism
    T Hayashi; T Tanaka; MQ Feng
    RO-MAN 2004: 13TH IEEE INTERNATIONAL WORKSHOP ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION, PROCEEDINGS, 637, 642, 2004, [Peer-reviewed]
    English, International conference proceedings
  • Using orientation code matching for robust landmark definition and verification
    H Takauji; S Kaneko; T Tanaka
    MACHINE VISION AND ITS OPTOMECHATRONIC APPLICATIONS, 5603, 71, 80, 2004, [Peer-reviewed]
    English, International conference proceedings
  • 介護用装着型ヒューマンアシストロボットの開発とアシスト効果向上のための制御系設計 (特集「ウェアラブル・フルードアクチュエータの実現性」)
    小山 猛; 田中 孝之
    フルードパワーシステム, 34, 5, 128, 133, 日本フルードパワーシステム学会, Sep. 2003
    Japanese
  • Fibrous Optical Actuator Containing Photochromic Molecules
    Takayuki Tanaka; Naoto Yamagishi; Ryujiro Mitsui; Takashi Kawamura
    Journal of Robotics and Mechatronics, 15, 2, 172, 177, Apr. 2003, [Peer-reviewed]
    English, Scientific journal
  • Soft Power Suit for Knee Motion Assistance
    S. Moromugi; Y. Koujina; S. Ariki; T. Tanaka; M. Q. Feng; T.Ishimatsu
    International Journal of Human-friendly Welfare Robotic Systems, 4, 4, 13, 19, 2003, [Peer-reviewed]
    English, Scientific journal
  • Interaction among human, machine and patient with work state transition
    T Koyama; T Tanaka; K Tanaka; MQ Feng
    2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2362, 2367, 2003, [Peer-reviewed]
    English, International conference proceedings
  • Ultrasonic sensor disk for detecting muscular force
    T Tanaka; S Hori; R Yamaguchi; MQ Feng; S Moromugi
    RO-MAN 2003: 12TH IEEE INTERNATIONAL WORKSHOP ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION, PROCEEDINGS, 291, 295, 2003, [Peer-reviewed]
    English, International conference proceedings
  • Subjective Evaluation of Operating Feeling in a Haptic Interface
    KANAMORI Naoki; TANAKA Takayuki; TANAKA Kazuo
    Transactions of the Japan Society of Mechanical Engineers. Series C., 68, 669, 1467, 1473, The Japan Society of Mechanical Engineers, 25 May 2002
    Japanese, This paper addresses subjective evaluation for operating feeling in a haptic interface. The NASA-TLX method, which is mental workload index analysis, is employed to investigate operating feeling for various impedance parameters and task parameters. The result shows the existence of three patterns of human operation. The patterns correspond to viscosity-based operation, restoring force-based operation and inertia-based operation, respectively. We verify the existence of three patterns by analyzing force sensor data. Furthermore, the verification of three-pattern classification is also investigated by the semantic differential method and factor analysis.
  • Principle of Stable Running of An Unicycle Robot, Journal of Robotics and Mechatronics
    Takayuki Tanaka; Hisanobu Suzuki; Kazuo Tanaka
    Journal of Robotics and Mechatronics, 14, 1, 37, 45, Feb. 2002, [Peer-reviewed]
  • Evaluation method of man-machine system based on muscular characteristic
    Takeshi Koyama; Takayuki Tanaka; Kazuo Tanaka; Maria Q. Feng
    Proceedings - IEEE International Workshop on Robot and Human Interactive Communication, 71, 76, 2002, [Peer-reviewed]
    English, International conference proceedings
  • Rights to Intellectual Property on R&D Results Conducted at University
    Kazuo Yamafuji; Takayuki Tanaka
    Journal of Robotics and Mechatronics, 13, 1, 101, 106, 2001, [Peer-reviewed]
  • New Biological Real-time Pattern Extraction Emulating Fly's Behavior
    Takayuki Tanaka; Kazuo Yamafuji; Yasunori Yamazaki
    Journal of Robotics and Mechatronics, 13, 1, 68, 73, 2001, [Peer-reviewed]
  • Mechanical modeling and control of wearable nursing care robot
    T Koyama; MQ Feng; T Tanaka
    INTEGRATION OF ASSISTIVE TECHNOLOGY IN THE INFORMATION AGE, 9, 227, 234, 2001, [Peer-reviewed]
    English, International conference proceedings
  • Principle of Cat-Turn Motion and Realization of Cat-Turning by a Robot with Vertebrate-Type Backbones Driven by Rubber Actuators
    International Journal of Mechanics and Control, 1, 1, 19, 34, 2001
  • Wearable Human-Assising System for Nursing Use (1st Report, Concepts, Design of System and Development of a Prototype)
    KOYAMA Takeshi; YAMAFUJI Kazuo; TANAKA Takayuki
    Transactions of the Japan Society of Mechanical Engineers. Series C., 66, 651, 3679, 3684, The Japan Society of Mechanical Engineers, 25 Nov. 2000
    Japanese, In order to care bed-bound and disabled people without charging both patients and nurses with physical and mental stress, we have developed a robotic prototype of a human-assisting system, called the Human-Assisting RObot (HARO). It is requested that patients enjoy their daily life and cares without giving physical and mental burdens to nursing people. There are two ways to care the patients. One is to conduct the cares by an intelligent robot autonomously, another is to be performed by a human-assisting system. Since we believe it is necessary to combine humman's cognitive capability and robot's power, we have developed a robotic prototype of a human-assisting system as a wearable power assisting system including human's intention, skill and cognition. In this paper, the concepts based on the practical experiences of care, system design, developed robot and the exprimental results are described.
  • Wearable Human Assisting Robot for Nursing Use
    Takeshi Koyama; Maria Q. Feng; Takayuki Tanaka
    Machine Intelligence and Robotic Control, 2, 4, 163, 168, 2000, [Peer-reviewed]
    English, Scientific journal
  • Development of a robotic system which assists unmanned production based on cooperation between off-line robots and on-line robots. Part 3. Development of an off-line robot, autonomous navigation, and detection of faulty workpieces in a vibrating parts feeder
    H. Z. Yang; K. Yamafuji; T. Tanaka; S. Moromugi
    International Journal of Advanced Manufacturing Technology, 16, 8, 582, 590, Springer-Verlag London Ltd., 2000, [Peer-reviewed]
    English, Scientific journal
  • New biological real-time pattern extraction method emulating fly's behavior
    Takayuki Tanaka; Kazuo Yamafuji
    IECON Proceedings (Industrial Electronics Conference), 1, 1237, 1242, IEEE Computer Society, 2000, [Peer-reviewed]
    English, International conference proceedings
  • Improvement of Maneuverability of the Man-Machine System for Wearable Nursing Robots
    Satoki Morishita; Takayuki Tanaka; Kazuo Yamafuji; Naoki Kanamori
    Journal of Robotics and Mechatronics, 11, 6, 461, 467, Dec. 1999, [Peer-reviewed]
    English, Scientific journal
  • Development of Intelligent Mobile Robot for Service Use (3rd Report, Biological Real-time Pattern Extraction Method Emulating Fly's Behavior and its Application to Hand-Eye System)
    TANAKA Takayuki; OHWI Junji; YAMAFUJI Kazuo
    Transactions of the Japan Society of Mechanical Engineers. Series C., 65, 629, 146, 153, The Japan Society of Mechanical Engineers, 25 Jan. 1999
    Japanese, We have developing an intelligent mobile robot for service use which can be utilized as a "secretary or helper robot" during the day and "security guard or maintenance including floor-cleaning robot" at night in office buildings. When the service robot works or moves autonomously in an enviromnent including human beings, it should be able to recognize its environment on real time. In this paper, new biological object extraction method is developed. In order to extract objects from a frame image taken by a camera, many Virtual Flies (VFs) scattered in the CRT display are utilized. An individual VF composed of 3×3 pixels can freely fly in the display. Fundamental object extraction method is to detect objects just like flies sensing foods and swarming around them. Methodology and experimental results together with its application of Hand-Eye system using a robot manipulator are described in detail.
  • Development of Intelligent Mobile Robot for Service Use (2nd Report, Self Position Detection System Using a Visual Sensor)
    TANAKA Takayuki; YAMAFUJI Kazuo; WATANABE Hiroki; KATAE Takeshi
    Transactions of the Japan Society of Mechanical Engineers. Series C., 64, 628, 4702, 4709, The Japan Society of Mechanical Engineers, Dec. 1998
    Japanese, We have developing an intelligent mobile robot for service use which can be utilized as a "secretary or helper robot" in day time and "security guard or maintenance including floor-cleaning robot" in night in office buildings. Since the service robot works or moves autonomously living together with human being in office environments, it must be able to recognize its absolute position and environment. In this paper, we proposed two types of self positioning method based on a visual sensor. One is the global self positioning (GSP) which is realized by recognition of a room number plate. The another is Iocal self positioning (LSP) in which the position is calculated by the relation between the robot and three lighting landmarks, such as two exit lamps and a fire hydrant lamp in corridors. Experimental results show that proposed methods are very effective in self positioning for the autonomous mobile robot.
  • Unattended Production Based on Cooperation between Offline and Online Robot
    Journal of Robotics and Mechatronics, 10, 6, 538, 541, 1998
  • Soft computing algorithms for intelligent control of a mobile robot, Part 2: Path planning, navigation and technology operations
    T. Tanaka; J. Ohwi; L.V. Litvintseva; K. Yamafuji; S.V. Ulyanov
    Soft Computing, 1, 2, 99, 106, Jun. 1997, [Peer-reviewed]
    English, Scientific journal
  • Soft computing algorithms for intelligent control of a mobile robot, Part 1: Direct human-robot communications and managing system for cooperative control
    T. Tanaka; J. Ohwi; L.V. Litvintseva; K. Yamafuji; S.V. Ulyanov
    Soft Computing, 1, 2, 88, 98, Jun. 1997, [Peer-reviewed]
    English, Scientific journal
  • Development of Intelligent Mobile Robot for Service Use (1st Report, Adjustiing-to-Environment Type Autonomous Locomotion System)
    TANAKA Takayuki; YAMAFUJI Kazuo; TAKAHASHI Hidenori
    Transactions of the Japan Society of Mechanical Engineers. Series C., 63, 605, 211, 218, The Japan Society of Mechanical Engineers, 25 Jan. 1997
    Japanese, We have developed an intelligent mobile robot for service use, which can be utilized as a "secretary-or helper-robot" by daytime and "robot for security guard or maintenance including floor cleaning" by night in office buildings. An autonomous locomotion control system of this service robot is organized by four functions, i.e., path planning, recognition of absolute position, locomotion control and learning navigation controller. In this paper, in order to move more appropriately and smoothly in environments including human beings and obstacles, we have examined the learning function by means of fuzzy neural network which tunes up membership functions for fuzzy locomotion control. By this method, the intelligent robot can learn the moving area autonomously. Results obtained by computer simulation show that the proposed method is very useful for autonomous locomotion control of the intelligent robot.
  • Intelligent Control of a Mobile Robot for Service Use in Office Buildings and Its Soft Computing Algorithms
    Takayuki Tanaka; Junji Ohwi; Ludmila V. Litvintseva; Kazuo Yamafuji; Sergei V. Ulyanov
    Journal of Robotics and Mechatronics, 8, 6, 538, 554, Dec. 1996, [Peer-reviewed]
    English, Scientific journal
  • A mobile robot for service use: Behaviour simulation system and intelligent control.
    T Tanaka; J Ohwi; LV Litvintseva; K Yamafuji; SV Ulyanov; Kurawaki, I
    IROS '97 - PROCEEDINGS OF THE 1997 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOT AND SYSTEMS: INNOVATIVE ROBOTICS FOR REAL-WORLD APPLICATIONS, VOLS 1-3, 366, 371, 1996, [Peer-reviewed]
    English, International conference proceedings
  • Intelligent control of technology operations robot of service use with manipulator
    T Tanaka; Y Kojima; J Ohwi; K Yamafuji; SV Ulyanov
    RO-MAN '96 - 5TH IEEE INTERNATIONAL WORKSHOP ON ROBOT AND HUMAN COMMUNICATION, PROCEEDINGS, 170, 176, 1996, [Peer-reviewed]
    English, International conference proceedings
  • Intelligent Control of Mobile Robot for Service Use
    International Journal of Software and Systems, 3, 35, 43, 1996
  • Intelligent fuzzy motion control of mobile robot for service use
    S.V. Ulyanov; K. Yamafuji; K. Miyagawa; T. Tanaka; T. Fukuda
    Proceedings 1995 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human Robot Interaction and Cooperative Robots, IEEE Comput. Soc. Press, Aug. 1995, [Peer-reviewed]
    International conference proceedings
■ Other Activities and Achievements
■ Books and other publications
  • ロボット工学ハンドブック
    日本ロボット学会
    コロナ社, Mar. 2023, 9784339046793, ix, 1072p, Japanese, [Contributor]
  • Humanoid Robotics: A Reference
    Eiichi Yoshida; Ko Ayusawa; Yumeko Imamura; Takayuki Tanaka, Toward New Humanoid Applications: Wearable Device Evaluation Through Human Motion Reproduction
    Springer, Aug. 2018, 9400760450, English, This chapter addresses a new application of humanoid robot for evaluation of wearable assistive devices. One of the issues for diffusion of assistive devices that has been developed recently is its objective and qualitative evaluation to validate its assistive effects. Human subject experiments that have frequently been used have several drawbacks such as heavy ethical procedures, repeatability, and subjectivity coming from tests with questionnaires. A humanoid robot with humanlike structure and shape has potential to be used as an “active mannequin.” By reproducing human motions based on a technique called retargeting, a humanoid robot can test wearable devices instead of a human. It has advantages as it can repeat the same motions to test the product under the same conditions, and it has no ethical risks. The largest advantage is its capacity of quantitative evaluation by measuring joint torques, which allows direct validation of supportive torque generated by the device. By taking an example of a supportive wear “Smart Suit Lite” supporting the user’s lower back by elastic bands, we will overview the evaluation framework of humanoid-based assistive device evaluation, including human motion retargeting, experimental device evaluation with humanoid HRP-4C, and validation of the accuracy of the results using an identification method., [Contributor]
  • ロボット制御学ハンドブック
    田中孝之; 諸麦俊司; 松野 文俊; 大須賀 公一; 松原 仁; 野田 五十樹; 稲見 昌彦, センサ・アクチュエータとモデリング
    近代科学社, Dec. 2017, 476490473X, 1024, [Contributor]
  • 人工知能学大事典
    田中孝之; 人工知能学会; JSAI, パワーアシストスーツ
    共立出版, Jul. 2017, 4320124200, 1579, 1024-1025, Japanese, Dictionary or encycropedia, [Contributor]
  • 生体データ活用の最前線~スマートセンシングによる生体情報計測とその応用~
    田中孝之; 日下 聖; 土谷圭央; 板生 清, 作業者の腰への負担計測と軽減に向けたセンサ内蔵ウェアの開発
    サイエンス&テクノロジー株式会社, Apr. 2017, 4864281513, 519, [Contributor]
  • 福祉技術ハンドブック: 健康な暮らしを支えるために
    産業技術研究所ヒューマンライフテクノロジー研究部門, パワードスーツ
    朝倉書店, Oct. 2013, 4254201524, 506, [Contributor]
  • 東日本大震災合同調査報告
    東日本大震災合同調査報告書編集委員会
    日本機械学会, 丸善出版 (発売), 2013, 9784888982320, 178-180, Japanese
  • 独創的ロボットの研究開発 : 夢のあるロボットと役に立つロボット
    山藤 和男; 田中 孝之
    養賢堂, 2002, 4842503319, Japanese
■ Lectures, oral presentations, etc.
■ Syllabus
  • ヒューマンセントリックシステム特論, 2024年, 修士課程, 情報科学院
  • システム創成学特論, 2024年, 修士課程, 情報科学院
  • ヒューマンセントリックシステム特論, 2024年, 博士後期課程, 情報科学研究科
  • ヒューマンセントリックシステム特論, 2024年, 博士後期課程, 情報科学院
  • システム創成学特論, 2024年, 博士後期課程, 情報科学研究科
  • システム創成学特論, 2024年, 博士後期課程, 情報科学院
  • 英語演習, 2024年, 学士課程, 全学教育
  • ロボティクス, 2024年, 学士課程, 工学部
  • 一般教育演習(フレッシュマンセミナー), 2024年, 学士課程, 全学教育
  • 線形システム論, 2024年, 学士課程, 工学部
  • 電気制御システム演習Ⅱ, 2024年, 学士課程, 工学部
■ Affiliated academic society
  • IEEE
  • 精密工学会
  • 計測自動制御学会
  • 日本機械学会
  • 日本ロボット学会
  • IEEE
  • Japan Society of Precision Engineering
  • The Society of Instrument and Control Engineering
  • Japan Society of Mechanical Engineering
  • Robotics Society of Japan
■ Works
  • スマートスーツ研究会
    2007 - 2011
  • 軽労化研究会
    2011
■ Research Themes
  • Visualization and Optimization of Motion Acquisition Process with Wearable Motor Augmentation Devices
    Grants-in-Aid for Scientific Research
    01 Apr. 2022 - 31 Mar. 2025
    田中 孝之; 村井 昭彦
    人間機械システムにおいて,機械からの外力とヒトの内力の伝達過程(力学的連鎖)と運動への活用過程を明確化し,新たな運動戦略の獲得メカニズムを解明することを目的として,次の4つの課題に取り組み,それぞれ良好な成果を得た.
    (1) 運動戦略の数理モデル化:運動戦略,つまり力の使い方を調整するために,ヒトは体幹剛性を制御しているものと仮定して,運動戦略を体幹インピーダンス制御モデルとして数理モデル化した.人間拡張技術としてアシストスーツより加わった作用力と実際の運動の結果を比較し,ヒトのインピーダンス制御パラメータを同定した.力学的連鎖がインピーダンス制御パラメータの変化に及ぼす影響を調べ,運動パフォーマンスを向上する過程で運動戦略の獲得に与える影響を現象論的に明らかにした.
    (2) デジタルヒューマンを基盤とした力学的連鎖の実時間可視化:運動戦略の適切さを客観的に確認する環境構築のために,動作計測装置と筋活動計測装置の情報から,環境からの外力,運動拡張デバイスからの作用力,ヒトの筋発揮力の体内伝達,力学的連鎖を実時間で可視化するための最小限筋骨格モデルを開発した.力伝達効率,関節剛性など,運動戦略の獲得過程を理解しやすい提示情報の算出方法を開発した.高速計算に適した動力学計算手法,部分ラグランジュ法も開発した.
    (3) 筋骨格モデルに基づく運動戦略・パフォーマンス解析の展開:筋骨格モデルに基づく運動戦略がパフォーマンスに及ぼす影響の解析手法を走行や投球という運動解析だけでなく,荷揚げ作業や歩行リハビリの解析に展開した.
    (4) 運動拡張デバイスの介入効果解析:走行運動においてヒトと運動拡張デバイスの発揮力の位相が運動戦略の変化に影響を及ぼす要因であることを実験的に確認した.
    以上の成果を学術論文3件,国際会議1件,国内講演会4件で発表した.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (B), Hokkaido University, 23K22707
  • Visualization and Optimization of Motion Acquisition Process with Wearable Motor Augmentation Devices
    Grants-in-Aid for Scientific Research
    Apr. 2022 - Mar. 2025
    田中 孝之; 村井 昭彦
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (B), Hokkaido University, Principal investigator, 22H01436
  • Development of a soft exoskeleton suit that enhances physical capability and its application to superhuman sports
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
    01 Apr. 2018 - 31 Mar. 2021
    Kurita Yuichi
    The purpose of this study is to design an assistive force based on the knowledge of the relationship between physical/psychological burden and motor/work skills in order to produce subjective and objective effects with soft and light assistance, and to utilize the technology for easy and accurate measurement of the amount of burden in a soft exoskeleton suit. The results of this research led to the development of dry microneedle electrodes, a balance training suit, a technique for verifying the lumbar assistance effect of an active corset, a technique for verifying the psychological effect of assistive force, and a technique for adjusting subjective assistive force by visual/force feedbacks.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (B), Hiroshima University, 18H03276
  • Motion sensory integration assist system for training motion and sensory function of deep muscles
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
    01 Apr. 2017 - 31 Mar. 2020
    Tanaka Takayuki
    We have developed a wearable assist system for efficiently training motor and sensory functions by supporting the integration of movement and perception in deep muscles where movement perception is difficult. The pelvic floor muscle group (PFM) was treated as the deep muscle. We have developed an indirect motion teaching interface technology that utilizes PFM and muscle synergy of the abdominal lateral muscles and a wearable motion perception interface that uses force-tactile stimuli, and implemented them in a wearable system. We also designed a training program according to the individual's pelvic alignment. We conducted a subject experiment of PFM training using the developed motion perception assist system and verified its effectiveness.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (B), Hokkaido University, 17H03195
  • Vibratory Distance Presentation Model for Vibration Alert Interface for Supporting Auto Driver to Avoid Danger
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)
    01 Apr. 2012 - 31 Mar. 2015
    TAKAYUKI TANAKA
    This study aims to develop fundamental technologies of vibration-perception interface called as VAI-C which provides the distance and/or the relative speed to forward vehicles to the driver by vibration stimulus for drivers' hazard avoidance. Firstly, in order to achieve the correct proposal of distance perception by vibration perception, I mathematically modeled the relation between the distance perception and vibration perception in consideration of the complication of surroundings and the relative speed between his/her own vehicle and the forward. I confirmed that VAI-C was able to provide correct distance perception even if in case where optical illusion could be happen. Then, I constructed a dynamic model of vibration perception considering with sense adaptation in order to provide the relative speed. Finally, I developed a VAI-C which can inform correct distance and relative speed to support drivers' visual recognition.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (C), Hokkaido University, Principal investigator, Competitive research funding, 24500139
  • 可変構造システムと筋活動センシングによる高アシスト効率装着型増力装置の開発
    Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (A)
    2006 - 2007
    田中 孝之
    装着者にあわせて増力装置の構造を最適化することでアシスト力を効率良く装着者に伝達し,アシスト効率を向上するためのアクチュエーション技術を開発する.2種類の可変構造システムを開発し,装着者の体格に対する増力装置のサイズの不適切さ,および動作中の増力装置のずれに起因するアシスト効率悪化の問題を解消した.また生体センサを用いて増力装置のずれを検出するセンサシステムを開発した.
    まず,アクチュエータユニットをスーツ要所に配置したジグに取り付けることで固定し,ジグとスーツを介して装着者にアシスト力を伝達する.各ジグ間のアクチュエータユニットのワイヤ長を手動調整することで,装着者の体格に増力装置を合わせる静的な可変構造システムを開発した.
    アレイ状EMGセンサを用いて,神経支配帯とセンサ情報との関係よりスーツのずれを計測するセンサシステムを開発した.ここで増力装置のずれがアシスト効率に大きく影響する.そこで,アクチュエータユニット取り付け部に装着者の体表面に密着するようにEMGセンサをアレイ状に取り付け,ホルダのずれを実時間で計測することができた.また,超音波による筋活動センシングによる動作計測システムを開発した.テスト特徴分類器に基づいて動作認識法を開発し,生体を透過した超音波から関節角度・トルクを認識する手法を確立した.
    最後に,腰と膝を同時アシスト可能な増力装置を開発した.ここでは,アクチュエータユニットを腰部に2つ取り付け,腰と肩および腰と膝とをアクチュエータユニットで結び,腰と膝に補助力が得られるようにした.アクチュエータユニットのずれによってアシスト効率が低下することをシミュレーションと実験により確認した.さらに,2つのアクチュエータユニット間の位置を動的に制御することで,ずれを抑制する制御系を開発し,実験によってその効果を示した.
    Japan Society for the Promotion of Science, Grant-in-Aid for Young Scientists (A), Hokkaido University, Principal investigator, Competitive research funding, 18686021
  • 葡萄園除草ロボットの研究開発
    2006
    Competitive research funding
  • Control of Variable Structure Mechanical Systems and Its Application to a Biological Inspired Robot
    Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)
    2003 - 2005
    TANAKA Kazuo; TANAKA Takayuki
    (1)Development of Variable Structure Mechanical Systems
    A class of variable structure mechanical systems is defined by using the concept of sector nonlinearity. A key feature of the systems is to switch different nonlinear dynamics using fuzzy logic.
    (2)Control of Variable Structure Mechanical Systems
    We consider two kinds of the variable structure mechanical systems. Several design conditions for stabilizing them are derived in terms of linear matrix inequalities.
    (3)Development of a Flapping Robot
    A flapping robot with membrane wing is developed. We also construct a calculation model of aerodynamic forces for flapping movements for the robot. The optimal aspect ratio for the flapping robot is designed through the calculation model that considers not only aerodynamic forces but also the load of a motor and the mechanical structure. The simulation results show that the flapping efficiency for membrane wing is better than that for rigid wing. The experimental results agree well with the simulation results based on the proposed calculation model of aerodynamic forces.
    (4)Improvement of Variable Structure Mechanical Systems Control
    We improve the variable structure mechanical systems control developed in (2). In the improvement, switching conditions and conservation laws play an important role of designing a (stabilizing) switching controller for the variable structure mechanical systems. Simulation results show the utility of this control approach.
    (5)Stabilization of Lift Force of Flapping Robot
    A dynamic model for the lift force of the flapping robot is identified using subspace method. A reference model that realizes an efficient flying is generated. We design a stabilizing controller to control the lift force of the flapping robot. Experimental results demonstrate the utility of our approach.
    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research (C), The University of Electro-Communications, 15560217
  • セミアクティブアシストに基づく筋力補助装置スマートスーツ
    共同研究
    2004
    Competitive research funding
  • Smart Suit: Power Assist Device based on Semi-active Assist
    Cooperative Research
    2004
    Competitive research funding
  • ユニバーサルデザインに基づく携帯型障害物検出デバイス
    2003
    Competitive research funding
  • Portable Obstacle Detector based on Universal Design
    2003
    Competitive research funding
  • 簡易装着型ヒューマンインタフェース「センサスーツ」
    2002
    Competitive research funding
  • Wearable Human Interface "Sensor Suit"
    2002
    Competitive research funding
  • 対話型ペットロボットの開発
    Grants-in-Aid for Scientific Research Grant-in-Aid for Encouragement of Young Scientists (A)
    1998 - 1999
    田中 孝之
    開発する対話型ペットロボットのシステムは,センサ系,認識系,処理系及び表出系に大別される.このうち,平成10年度は本ペットロボットの表出系となるぬいぐるみ型ハードウェアと処理系となる生物の神経回路ネットワークを模した対話型アルゴリズムの開発を行った.
    平成11年度は,まずロボットシステムに視覚センサとしてCCDカメラを搭載し,対話の相手との相対関係および周辺情報を視覚情報により獲得するセンサ系・認識系を開発し,前年度の成果とあわせて統合的なプロトタイプシステムを開発した.
    次に,人間の処理が本能と理性によるもので,その表出から内部心理状態を推測することが困難であるため,比較的本能的な処理・表出が行われているペット動物を対話の相手として用いることとした.具体的な対話としてペット動物との「遊び」を行うこととし,開発した対話型アルゴリズムによって人間とペット動物が遊ぶことに近い遊びができることを確認した.
    以上の成果から,目的とした対話型ロボットのプロトタイプを開発し,生物との対話によりアルゴリズムの有効性を実証した.今後の課題として,人間の表出のように複雑な情報から,相手の内部心理状態を推測できるようなシステムの開発が望まれる.
    Japan Society for the Promotion of Science, Grant-in-Aid for Encouragement of Young Scientists (A), The University of Electro-Communications, Principal investigator, Competitive research funding, 10750186
■ Industrial Property Rights
  • 負荷検出装置、情報処理装置、負荷検出方法、および負荷検出プログラム
    Patent right, 田中 孝之; 日下 聖; 土谷 圭央; 安田 雅彦; 根岸 易世; 古川 治; 根岸 恭子; 根橋 秀文; 安東 繁宏
    特願2018-046004, 13 Mar. 2018
    特開2019-154817, 19 Sep. 2019
    特許6586700
  • ウェアラブル装置、情報管理システム、駆動方法、およびアプリケーションプログラム
    Patent right, 田中 孝之; 岡本 仁志; 日下 聖; 伊藤 隆太郎
    特願2017-143128, 24 Jul. 2017
    特開2019-023368, 14 Feb. 2019
  • 計測装置、計測システム、計測方法、プログラムおよび携帯型端末
    Patent right, 田中 孝之; 金子 俊一; 日下 聖; 和田 恭坪; 山本 雅也
    特願2017-141371, 20 Jul. 2017
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