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Dynamic Formation of Task Skills in Human Body Motion and Robot Control with Studied of Its Application to Pratical Systems.

Research Project

Project/Area Number 11650443
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionTokyo Institute of Technology

Principal Investigator

YOSHIHIRO Miyake (2000)  Tokyo Institute of Technology, Interdisciplinary Graduate School of Science and Engineering, Associate Professor., 大学院・総合理工学研究科, 助教授 (20219752)

鄭 心知 (1999)  東京工業大学, 大学院・総合理工学研究科, 助手 (10262966)

Co-Investigator(Kenkyū-buntansha) KOJI Ito  Tokyo Institute of Technology, Interdisciplinary Graduate School of Science and Engineering, Professor, 大学院・総合理工学研究科, 教授 (30023310)
三宅 美博  東京工業大学, 大学院・総合理工学研究科, 助教授 (20219752)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥3,200,000 (Direct Cost: ¥3,200,000)
Fiscal Year 2000: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1999: ¥1,700,000 (Direct Cost: ¥1,700,000)
KeywordsTask Skill / Dynamic Formation / Human Body / Robot Control / Learning / Multiple Robots / Dynamic Function Distribution / Passive Velocity Field Control / 関係同定 / 関係制御 / 適応 / インピーダンス / ダスク指向
Research Abstract

During this two-year research project, research efforts have been concentrated on formulation of the human motion/task skill formation. We have related this formation process with the time varying profiles of the kinetic parameter values of muscle-skeleton system, and take these profiles as expressions of task skills. Regarding its formation, generalizing ability, and its applications to practical mechanical systems, We tackled and obtained certainly valuable results in the following stated topics.
1.We tried to establish a control system architecture for acquiring the task skills in dynamic manipulation of objects using robotic manipulators. A robotic batting is taken as a task example. The desired space trajectories for manipulators to perform the task are not specified explicitly. The joint driving torque patterns of manipulator are considered as the task skill, generated as the function of the intension of task, the given desired hit-back ball velocity, and the states of the ball an … More d the manipulator.
2.To select properly scaling laws to scale up and down system state and/or the control factors in bilateral tele-micromanipulation systems, an approach is discussed where the human operator is considered as a part of the control system. Human dynamic characteristics under different scaling laws is experimentally analyzed in order to provide insight to design the system with better performance.
3.Development of signal processing and control approaches for cybernetic prosthetic arm/leg toward their application to handicapped people has been performed. A direct torque control method for prosthetic hand based on estimation of the EMG is proposed, which enables the flexible and continuous hand motion and has been examined on a two-DOF hand. On the other hand, a model-based parameter design method for the passive visco-elastic joint elements of an above-knee prosthesis is proposed and its feasibility is studied.
4.Internal constraints based control is proposed as an autonomous control method to realize both cooperativity and diversity. We used a robot model composed of two subsystems. One is a physical system and the other is an interpretation system. The proposed method is realized through mutual constraint process between these two subsystems. A task that multiple robots carry on load was examined as an example of coopertative behavior to verify the effectiveness of this method. Less

Report

(3 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • Research Products

    (43 results)

All Other

All Publications (43 results)

  • [Publications] Xin-Zhi Zheng et al.: "Task Skill Formation via Motion Repetition in Robotic Dynamic Manipulation."Proc.IEEE International Conference on Systems, Man and Cybernetics. IV. 1001-1006 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Koji Ito et al.: "Task-Oriented Impedance Adjustments of Human Arm Movements."Proc.IEEE/ASME International Conference on Advanced Intelligent Mechatronics. 961-966 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Masaki Yamakita et al.: "Experimental Study of Decentralized PVFC for Cooperative Mobile Robots."Proc.IEEE International Conference on Systems, Man and Cybernetics. V. 45-50 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 鄭心知(他): "ロボットバッティング制御系-学習アーキテクチャと動的パターン生成-."第17回日本ロボット学会学術講演会. 871-872 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 稲村渡(他): "繰り返し動作における冗長マニピュレータの作業技能形成と制御."ロボティクス・メカトロニクス講演会. 1A1-73. 101-1-101-2 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Xin-Zhi Zheng et al.: "A Learning and Dynamic Pattern Generating Architecture for Skillful Robotic Baseball Batting System."Proc.IEEE International Conference on Robotics and Automation. 3227-3232 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Xin-Zhi Zheng et al.: "Robotic Batting System -An Architecture for Learning and Dynamic Pattern Generation-."Advanced Robotics. 14・5. 435-437 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Xin-Zhi Zheng et al.: "On Dynamic Control of Finger Sliding and Object Motion in Manipulation with Multi-Fingered Hands."IEEE Transactions on Robotics and Automation. 16・5. 469-481 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Edwardo Arata Y.Murakami et al.: "Human Control Characteristics in Bilateral Micro-Teleoperation System."Proc.IEEE International Conference on Industrial Electronics, Control and Instrumentation. 602-607 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Satoshi Morita et al.: "Prosthetic Hand Control Based on Torque Estimation from EMG Signals."Proc.IEEE/RSJ International Conference on Intelligent Robots and Systems. 1. 389-394 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 向山弘樹(他): "内的拘束条件の生成に基づくマルチロボットの多様化と協調."日本ロボット学会誌. 18・6. 55-64 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 内田宗恒(他): "力学モデルによる大腿義足の粘弾性調整法."バイオメカニズム学会誌. (掲載決定). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Edwardo A.Y.Murakami et al.: "人間の動作特性を考慮したバイラテラル・マイクロテレオペレーション."第12回自律分散システム・シンポジウム. 447-452 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 山上拓見(他): "環境変動下における四足歩行パターンの生成と遷移."第12回自律分散システム・シンポジウム. 493-496 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 森田聡(他): "トルク推定に基づく筋電義手の動作制御."日本機械学会年次大会講演論文集. (I). 375-376 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 内田宗恒(他): "力学モデルによるエネルギー蓄積型大腿義足のパラメータ調節."日本機械学会年次大会講演論文集. (I). 379-380 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Xin-Zhi Zheng et al.: "Task Skill Formation via Motion Repetition in Robotic Dynamic Manipulation."Proc.IEEE International Confeerence on Systems, Man and Cybernetics.. 1001-1006 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Koji Ito et al.: "Task-Oriented Impedance Adjustments of Human Arm Movements."Proc.IEEE/ASME International Conference on Advanced Intelligent Mechatronics. 961-966 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Masaki Yamakita et al: "Experimental Study of Decentralized PVFC for Cooperative Mobile Robots."Proc.IEEE International Conference on Systems, Man and Cybernetics. 45-50 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Xin-Zin Zheng et al.: "A Learning and Dynamic Pattern Generating Architecture for Skillful Robotic Baseball Batting System."Proc.IEEE International Conference on Robotics and Automation. 3227-3232 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Xin-Zhi Zheng et al.: "Robotic Batting System-An Architecture for Learning and Dynamic Pattern Generation-."Advanced Robotics. Vol.14, No.5. 435-437 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Xin-Zhi Zheng et al.: "On Dynamic Control of Finger Sliding and Object Motion in Manipulation with Multi-Fingered Hands."IEEE Transactions on Robotics and Automation. Vol.16, No.5. 469-481 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Edwardo Arata Y.Murakami et al.: "Human Control Characteristics in Bilateral Micro-Teleoperation System."Proc.IEEE International Conference on Industral Electronics, Control and Instrumentation. 602-607 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Satoshi Morita et al.: "Prosthetic Hand Control Based on Torque Estimation from EMG Signals."Proc.TEEE/RSJ International Conference on Intelligent Robots and Systems. 389-394 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Hiroki Mukaiyama et al.: "Internal constraints based cooperativity and diversity in multiple robots.(in Japanese)."Journal of the Robotic Society of Japan. Vol.18, No.6. 55-65 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Munenobu Uchida et al.: "An Adjustment Method of Visco-elastic Parameters for Above-Knee Prosthesis based on Mechanical Models (in Japanese)."Journal of the Society of Biomechanisms. (to appear). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Xin-Zhi Zheng et al.: "A Learning and Dynamic Pattern Generating Architecture for Skillful Robotic Baseball Batting System."Proc.IEEE International Conference on Robotics and Automation. 3227-3232 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Xin-Zhi Zheng et al.: "Robotic Batting System -An Architecture for Learning and Dynamic Pattern Generation-."Advanced Robotics. 14・5. 435-438 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Xin-Zhi Zheng et al.: "On Dynamic Control of Finger Sliding and Object Motion in Manipulation with Multi-Fingered Hands."IEEE Transactions on Robotics and Automation. 16・5. 469-481 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Edwardo A.Y.Murakami et al.: "Human Control Characteristics in Bilateral Micro-Teleoperation System."Proc.IEEE International Conference on Industrial Electronics,Control and Instrumentation. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Satoshi Morita et al.: "Prosthetic Hand Control Based on Torque Estimation from EMG Signals."Proc.IEEE/RSJ International Conference on Intelligent Robots and Systems. 1. 389-394 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 向山弘樹 (他): "内的拘束条件の生成に基づくマルチロボットの多様化を協調."日本ロボット学会誌. 18・6. 55-64 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 内田宗恒 (他): "力学モデルによる大腿義足の粘弾性調整法."バイオメカニズム学会誌. (掲載決定). (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 森田聡 (他): "トルク推定に基づく筋電義手の動作制御."日本機械学会年次大会講演論文集. (I). 375-376 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 内田宗恒 (他): "力学モデルによるエネルギー蓄積型大腿義足のパラメータ調節."日本機械学会年次大会講演論文集. (I). 379-380 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Edwardo A.Y.Murakami et al.: "人間の動作特性を考慮したバイラテラル・マイクロテレオペレーション."第12回自律分散システム・シンポジウム. 447-452 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 山上拓見 (他): "環境変動下における四足歩行パターンの生成と遷移."第12回自律分散システム・シンポジウム. 493-496 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Xin-Zhi Zheng et al.: "A Learning and Dynamic Pattern Generating Archiecture for Skillful Robotic Baseball Batting System"Proc.IEEE International Conference on Robotics and Automation. (to appear). (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] Xin-Zhi Zheng et al.: "Task Skill Formation via Motion Repetition in Robotic Dynamic Manipulation"Proc.IEEE International Conference on Systems,Man and Cybernetics. IV. 1001-1006 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Masaki Yamakita et al.: "Experimental Study of Decentralized PVFC for Cooprative Mobile Robots"Proc.IEEE International Conference on Systems,Man and Cybernetics. V. 45-50 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Koji Ito et al.: "Take-Oriented Impedance Adjustments of Human Arm Movements"Proc.IEEE/ASME International Conference on Advanced Intelligert Mechatronics. 961-966 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 鄭 心知(他): "ロボットバッティング制御系-学習アーキテクチャと動的パターン生成-"第17回日本ロボット学会学術講演会. 871-872 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 稲村 渡(他): "繰り返し動作における冗長マニピュレータの作業技能形成と制御"ロボテイクス・メカトロニクス講演会. 1A1-73. 101-1-101-2 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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