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Analysis of Variable Impedance Characteristics in Human Movements and Its Application to Control of Powered Prosthetic Arms

Research Project

Project/Area Number 11650450
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionHIROSHIMA UNIVERSITY

Principal Investigator

TSUJI Toshio  Faculty of Engineering, HIROSHIMA UNIVERSITY, Associate Professor, 工学部, 助教授 (90179995)

Co-Investigator(Kenkyū-buntansha) KATO Takashi  Graduate School for International Development and Cooperation, HIROSHIMA UNIVERSITY, Research Associate, 大学院・国際協力研究科, 助手 (00284232)
HARADA Kensuke  Faculty of Engineering, HIROSHIMA UNIVERSITY, Research Associate, 工学部, 助手 (50294533)
KANEKO Makoto  Faculty of Engineering, HIROSHIMA UNIVERSITY, Professor, 工学部, 教授 (70224607)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2000: ¥1,300,000 (Direct Cost: ¥1,300,000)
Fiscal Year 1999: ¥2,300,000 (Direct Cost: ¥2,300,000)
Keywordsmotor control / impedance / robot / prosthetic arm / muscle model
Research Abstract

The purpose of this research is to make a new impedance model of human movements and apply it to the control of powered prosthetic arms. The obtained results throughout the research can be summarized as follows :
1. In order to estimate the human impedance experimentally, it is necessary to measure force corresponding to external disturbance applied to an end-point of human extremities. In this research, a new experimental apparatus for the measurement of the impedance has been developed, by which the external disturbance with any direction in the horizontal plane can be applied.
2. Measuring the mechanical impedance of the wrist joint, we have analyzed the relation between the activation level of skeletal muscles and the joint impedance. The experimental results show that the viscoelasticity of the wrist joint changes depending on the muscular activation level. Then, a new joint impedance model using a nonlinear regression model of the muscular activation level has been proposed.
3. The proposed joint impedance model was implemented into a powered prosthetic arm with 3 degrees of freedom which are driven by ultrasonic motors. In this control system, a human operator can control the joint impedance itself by using his/her EMG signals.
4. The prosthetic control system was realized by combining the proposed impedance control system and a motion discrimination system that can estimate the operator's intended motions from EMG signals using a neural network. Effectiveness of the developed control system was confirmed from the experiments by an amputee.

Report

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

    (20 results)

All Other

All Publications (20 results)

  • [Publications] 田中良幸: "人間の上肢運動を模擬したロボットの軌道生成法"日本ロボット学会誌. 18・5. 699-705 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 辻敏夫: "義手制御を目的とした筋電操作トレーニング"電子情報通信学会. J83-D-11・10. 2030-2039 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 辻敏夫: "EMG信号に基づく前腕動力義手のバイオミメティック制御"日本機械学会論文集. 66・648C. 2764-2771 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] T.Tsuji: "Pattern Classification of Time-series EMG Signals Using Neural Networks"International Journal of Adaptive Control and Signal Processing. 14・8. 829-848 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] T.Tsuji: "A Bio-mimetic Rehabilitation Aid for Reaching Movements Using Time Base Generator"Machine Intelligence and Robotic Control. (掲載決定).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] T.Tsuji: "A Virtual Sports System for Skill Training"Journal of Robotics and Mechatronics. (掲載決定).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] TANAKA,Yoshiyuki: "Bio-mimetic Trajectory Generation of Robots based on Human Arm Movements"JRSJ. Vol.18, No.5 (in Japanese). 699-705 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] TSUJI,Toshio: "A Training System for EMG Manipulation of Prosthetic Arms"Trans.IEICE. Vol.J83-D-II (in Japanese). 2030-2039 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] TSUJI,Toshio: "Bio-mimetic Control of An Externally Powered Prosthetic Forearm Based on EMG Signals"Trans.JSME. Vol.66, No.648 (in Japanese). 2764-2771 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] TSUJI,Toshio: "Pattern Classification of Time-series EMG Signals Using Neural Networks"Int.J.Adaptive Control and Signal Processing. Vol.14, No.8. 829-848 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] TSUJI,Toshio: "A Bio-mimetic Rehabilitation Aid for Reaching Movements Using Time Base Generator"Machine Intelligence and Robotic Control. (in Press).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] TSUJI,Toshio: "A Virtual Sports System for Skill Training"J.Robotics and Mechatronics. (in Press).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 田中良幸: "人間の上肢運動を模擬したロボットの軌道生成法"日本ロボット学会誌. 18・5. 699-705 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 辻敏夫: "義手制御を目的とした筋電操作トレーニング"電子情報通信学会. J83-D-II・10. 2030-2039 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 辻敏夫: "EMG信号に基づく前腕動力義手のバイオミメティック制御"日本機械学会論文集. 66・648C. 2764-2771 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] T.Tsuji: "Pattern Classification of Time-series EMG Signals Using Neural Networks"International Journal of Adaptive Control and Signal Processing. 14・8. 829-848 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] T.Tsuji: "A Bio-mimetic Rehabilitation Aid for Reaching Movements Using Time Base Generator"Machine Intelligence and Robotic Control. (掲載決定).

    • Related Report
      2000 Annual Research Report
  • [Publications] T.Tsuji: "A Virtual Sports System for Skill Training"Journal of Robotics and Mechatronics. (掲載決定).

    • Related Report
      2000 Annual Research Report
  • [Publications] 辻敏夫: "インピーダンス・トレーニング:人間は手先インピーダンスを訓練により調節できるのか?"計測自動制御学会論文集. 35・10. 1300-1306 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 辻敏夫: "ニューラルネットを利用した人間-ロボット系の適応訓練法"日本ロボット学会誌. 13・5(印刷中). (2000)

    • Related Report
      1999 Annual Research Report

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

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