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Method for solving nonlinear control problems using humans' abilities in manual control

Research Project

Project/Area Number 10450089
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Dynamics/Control
Research InstitutionTohoku University

Principal Investigator

INOOKA Hikaru  Tohoku University, Graduate School of Information Sciences, Professor, 大学院・情報科学研究科, 教授 (20006191)

Co-Investigator(Kenkyū-buntansha) ONO Takahiko  Tohoku University, Graduate School of Engineering, Research Associate, 大学院・工学研究科, 助手 (20312613)
SAGAWA Kouichi  Tohoku University, Graduate School of Information Sciences, Research Associate, 大学院・情報科学研究科, 助手 (30272016)
ISHIHARA Tadashi  Tohoku University, Graduate School of Information Sciences, Associate Professor, 大学院・情報科学研究科, 助教授 (10134016)
Project Period (FY) 1998 – 2000
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥8,000,000 (Direct Cost: ¥8,000,000)
Fiscal Year 2000: ¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 1999: ¥2,400,000 (Direct Cost: ¥2,400,000)
Fiscal Year 1998: ¥3,700,000 (Direct Cost: ¥3,700,000)
Keywordsnonlinear control / manual control / human operator / joystick / pendulum / computer-aided / コンピュータグラフィックス / シミュレーション
Research Abstract

Human beings can perform various complicated control tasks without enough information about controlled objects. In order to apply such humans' abilities to wide class of nonlinear control problems, we propose a method for obtaining best control performance with manual control for the experiment corresponding to the real nonlinear control task. Then we investigate its effectiveness from various viewpoints. The main results of this research are summarized as follows :
1. By changing the conditions such as a display style, an input-output gain or a time scale, the ranges of the parameters for good tasks and their correlations were examined. It was confirmed that the human's ability works effectively for a certain set of parameters.
2. Displaying the score of the nonlinear object function to the operator after task, the operator could get to perform almost optimal control. It is an important result that the human beings can modify their control performance even for nonlinear criteria.
3. In the digging control of a power shovel and the position control of a two-link arm, we confirmed that the operator could generate various control patterns which lead to good tasks depending on the object functions. These control performance, which cannot be obtained analytically, were achieved by humans' abilities.

Report

(4 results)
  • 2001 Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • 1998 Annual Research Report

Research Products

(40 results)

All Other

All Publications (40 results)

  • [Publications] Kee-Ho Yu: "Position control of a underactuated manipulator using joint friction"International Journal of Non-Linear Mechanics. 33・4. 607-614 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Arif M: "Prediction based iterative learning control for linear time varying systems subjected to uncertainties"Proceedings of the 2nd IMACS International Multiconferece : Computational Engineering in Systems Applications. 860-865 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad Arif: "Experimental study of human performance in high precision tracking task using iterative learning technique"Interdisciplinary Information Sciences. 5・1. 73-85 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Arif: "Iterative Learning Control Using Information Database (ILCID)"Journal of Intelligent and Robotic Systems. 25. 27-41 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yuki ITO: "Swinging-Up of Two Pendulums by Manual Control with Computer Assistance"Interdisciplinary Information Sciences. 5・2. 117-124 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad ARIF: "HUMAN LEARNING CHARACTERISTICS IN THE TRACKING TASKS OF ITERATIVE NATURE"International Journal of Neural Systems. 9・4. 301-310 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad ARIF: "Iterative manual control model of human operator"Biological Cybernetics. 81. 445-455 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad ARIF: "Iterative Learning Control Utilizing the Error Prediction Method"Journal of Intelligent and Robotic Systems. 25. 95-108 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad ARIF: "Iterative manual control : A new perspective"Proceedings of the Fifth International Conference on Control, Automation, Robotics and Vision. 1233-1237 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Arif: "Model based iterative learning control (MILC) for uncertain dynamic non-linear systems"Proceedings of the 14th World Congress of International Federation of Automatic Control. C. 459-464 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Arif: "Prediction-based Interactive Learning Control (PILC) for Uncertain Dynamic Nonlinear Systems Using System Identification Technique"Journal of Intelligent and Robotic Systems. 27. 291-304 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 猪岡 光: "知能制御"講談社. 223 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kee-Ho Yu: "Position control of an underactuated manipulator using joint friction"International Journal of Non-Linear Mechanics. vol. 33, no. 4. 607-614 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad Arif: "Iterative manual control : A new perspective"Proceedings of the Fifth International Conference on Control, Automation, Robotics and Vision. 1233-1237 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Arif M.: "Prediction based iterative learning control for linear time varying systems subjected to uncertainties"Proceedings of the 2nd IMACS International Multiconferece : Computational Engineering in Systems Applications. 860-865 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad Arif: "Experimental study of human performance in high precision tracking task using iterative learning technique"Interdisciplinary Information Sciences. vol. 5, no. 1. 73-85 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad Arif: "Interative learning control using information database (ILCID)"Journal of Intelligent and Robotic Systems. vol. 25. 27-41 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yuki Ito: "Swinging-up of two pendulums by manual control with computer assistance"Interdisciplinary Information Sciences. vol. 5, no. 2. 117-124 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad Arif: "Human learning characteristics in the tracking tasks of iterative nature"International Journal of Neural Systems. vol. 9, no. 4. 301-310 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad Arif: "Iterative manual control model of human operator"Biological Cybernetics. vol.81. 445-455 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Muhammad Arif: "Iterative learning control utilizing the error prediction method"Journal of Intelligent and Robotic Systems. vol. 25. 95-108 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Arif: "Model based iterative learning control (MILC) for uncertain dynamic non-linear systems"Proceedings of the 14th World Congress of International Federation of Automatic Control. vol. C. 459-464 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Arif: "Prediction-based interactive learning control (PILC) for uncertain dynamic nonlinear systems using system identification technique"Journal of Intelligent and Robotic Systems. vol. 27. 291-304 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Hikaru Inooka: "Inteligent control"Koudansha. 223 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Arif: "Iterative Learning Control Using Information Database (ILCID)"Journal of Intelligent and Robotic Systems. 25. 27-41 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Yuki ITO: "Swinging-Up of Two Pendulums by Manual Control with Computer Assistance"Interdisciplinary Information Sciences. 5・2. 117-124 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Muhammad ARIF: "HUMAN LEARNING CHARACTERISTICS IN THE TRACKING TASKS OF ITERATIVE NATURE"International Journal of Neural Systems. 9・4. 301-310 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Muhammad ARIF: "Iterative manual control model of human operator"Biological Cybernetics. 81. 445-455 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] Muhammad ARIF: "Iterative Learning Control Utilizing the Error Prediction Method"Journal of Intelligent and Robotic Systems. 25. 95-108 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Arif: "Prediction-based Interactive Learning Control (PILC) for Uncertain Dynamic Nonlinear Systems Using System Identification Technique"Journal of Intelligent and Robotic Systems. 27. 291-304 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 猪岡光: "知能制御"講談社. 223 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Muhammad Arif: "Experimental Study of Human Performance in High Precision Tracking Task Using Iterative Learning Technique"Interdisciplinary Infomation Sciences. Vol.5,No.1. 73-85 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Takahiko Ono: "Design of Sampled-Data Control Systems via the Principle of Matching"Proceedings of the 14th World Congress of International Federation of Automatic Control. Vol.C. 43-48 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Muhammad Arif: "Model Based Iterative Learning Control (MILC) for Uncertain Dynamic Non-linear Systems"Proceedings of the 14th World Congress of International Federation of Automatic Control. Vol.C. 459-464 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Muhammad Arif: "Iterative Learning Control Using Information Database(ILCID)"Journal of Intelligent and Robotic Systems. Vol.25. 27-41 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Ken-ichirou Komatsu: "Genetic Algorithm with Redundant Chromosome and its Application to Control Systems Design"Proceedings of IEEE Systems,Man and Cybernetics Conference. 142-145 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Yuuki Ito: "Swinging-Up of Two Pendulums by Manual Control with Computer Assistance"Interdisciplinary Information Sciences. Vol.5,No.2. 117-124 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Kcc-Ho Yu: "Position Control of an Underactuated Manipulator Using Joint Friction" International Journal of Non-Linear Mechanics. 33・4. 607-614 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] M.Arif: "Prediction based Iterative Learning Control for Linear Time varying systems subjected to uncertainties" 2nd IMACS International Multiconference. 860-865 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] M.Arif: "Iterative manual control: A new perspective" International Conference on Control,Automation,Robotics and Vision 98. 1233-1238 (1998)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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