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A Study on Advanced Visual Servo Systems Design via Nonlinear Model Predictive Control

Research Project

Project/Area Number 12650440
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionKanazawa University

Principal Investigator

FUJITA Masayuki  Kanazawa University, Faculty of Engineering, Professor, 工学部, 教授 (90181370)

Project Period (FY) 2000 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 2001: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2000: ¥1,300,000 (Direct Cost: ¥1,300,000)
KeywordsModel Predictive Control / Nonlinear Control / Visual Servo / Visual Feedback / Robot Control / Robust Control / H_∞ Control / Digital Control
Research Abstract

Motion control of the mechanical systems with visual feedback is a basic ability of human being. Appli cations that have been proposed widely span manufacturing, car steering and so on. Moreover, the visual feedback control is an important discipline that lies at the intersection between nonlinear control theory and geometric framework of the mechanics and image processing. This research deals with the visual feedback control of robotic manipulators in nonlinear control theoretical aspect.
Firstly, the 3-D visual feedback control problem of the relative rigid body motion is considered as the stabilization problem with respect to the image feature position. By using the representation of SE(3), the relative rigid body motion dynamics between the target object and the camera has been derived. The passivity of the 3-D visual feedback system and the rotational matrix property derive the visual feedback controller to guarantee the asymptotic stability, in the Lyapunov sense.
Next, the principal contribution of this research is the design and analysis of the isual feedback control via the nonlinear model predictive control. Based on the control Lyapunov function and the corresponding feedback control law, the stabilizing nonlinear model predictive control scheme for the 3-D visual feedback system has been proposed. The proposed scheme has employed the cost function as a Lyapunov function for establishing stability.

Report

(3 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • Research Products

    (21 results)

All Other

All Publications (21 results)

  • [Publications] 藤原幸広: "ビジュアルサーボによる自動車の自動操縦"電気学会論文誌C. 120C-4. 501-506 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T.Azuma: "A New LMI Approach to Analysis of Linear Systems Depending on Scheduling Parameter in Polynomial Forms"at-Automatisierungstechnik. 48-4. 199-204 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 藤田政之: "受動性に基づく非線形視覚フィードバック制御"計測と制御. 40-9. 624-629 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H.Kawai: "Visual Feedback Control of Planar Manipulators Based on Nonlinear Receding Horizon Control Approach"Proc. of the 2001 American Control Conference. 763-768 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H.Kawai: "Visual Feedback Control of Nonlinear Robotics Systems via Stabilizing Receding Horizon Control Approach"Proc. of the 40th IEEE Conference on Decision and Control. 2418-2423 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] A.Maruyama: "Stability and Tracking Performance of Dynamic Visual Feedback Control for Nonlinear Mechanical Systems"Proc. of the 40th IEEE Conference on Decision and Control. 4415-4420 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y. Fujiwara: "Automated Driving by Visual Servoing (in Japanese)"The Transactions of The Insti-tute of Electrical Engineers of Japan. 120C-4. 501-506 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] T. Azuma: "A New LMI Approach to Analysis of Linear Systems Depending on Scheduling Parameter in Polynomial Forms"at-Autopmatisjgrungstechnik. 48-4. 199-204 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Fujita: "Passivity-Based Nonlinear Visual Feedback Control (in Japanese)"Journal of the Society of Instru-ment and Control Engineers. 40-9. 624-629 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Kawai: "Visual Feedback Control of Planar Manipulators Based on Nonlinear Receding Horizon Control Approach"Proc. Of the 2001 American Control Conference. 763-768 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H. Kawai: "Visual Feedback Control of Nonlinear Robotics Systems via Stabilizing Receding Horizon Control Approach"Proc. Of the 40th IEEE Conference on Dicision and Control. 2418-2423 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] A. Maruyama: "Stability and Tracking Performance of Dynamic Visual Feedback Control for Nonlinear Mechanical Systems"Proc. Of the 40th lEEE Con-ference on Decision and Control. 4415-4420 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 藤田政之: "受動性に基づく非線形視覚フィードバック制御"計測と制御. 40-9. 624-629 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Kawai: "Visual Feedback Control of Planar Manipulators Based on Nonlinear Receding Horizon Control Approach"Proc. of the 2001 American Control Conference. 763-768 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Kawai: "Visual Feedback Control of Nonlinear Robotics Systems via Stabilizing Receding Horizon Control Approach"Proc. of the 40th IEEE Conference on Decision and Control. 2418-2423 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] A.Maruyama: "Stability and Tracking Performance of Dynamic Visual Feedback Control for Nonlinear Mechanical Systems"Proc. of the 40th IEEE Conference on Decision and Control. 4415-4420 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 藤原幸広: "ビジュアルサーボによる自動車の自動操縦"電気学会論文誌C. 120C-4. 501-506 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] T.Azuma: "A New LMI Approach to Analysis of Linear Systems Depending on Scheduling Parameter in Polynomial Forms"at-Automatisierungstechnik. 48-4. 199-204 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] R.Suzuki: "H_∞ Control of a Nonlinear Magnetic Suspension System with Feedback Linearization : An Experimental Study of Robustness and Fragility"電気学会論文誌C. 120C-8. 1195-1200 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 平田研二: "拘束システムに対する出力フィードバックスイッチング制御則の構成法"システム制御情報学会論文誌. 13-8. 386-393 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 平田研二: "オブザーバ型部分スイッチング制御則による拘束システムの安定化"システム制御情報学会論文誌. 13-9. 424-432 (2000)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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