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On the Design of Observer-based Dynamic Visual Servo Systems via Nonlinear H_∞ Model Predictive Control

Research Project

Project/Area Number 14550442
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)

Co-Investigator(Kenkyū-buntansha) AZUMA Takehito  Kanazawa University, Faculty of Engineering, Research Associate, 工学部, 助手 (60308179)
Project Period (FY) 2002 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2003: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2002: ¥1,300,000 (Direct Cost: ¥1,300,000)
KeywordsModel Predictive Control / Nonlinear Control / Visual Servo / Visual Feed back / Robot Control / Robust Control / H_∞ Control / Digital Control / H_∞制御
Research Abstract

In this research, we consider the design of observer-based dynamic visual servo systems via nonlinear H_∞ model predictive control. Firstly, the 3-D visual feedback control problem is established as the robot control problem and the estimation problem of the relative rigid body motion between the camera and the target object. For this problem, we propose a nonlinear H_∞ model l)redicti~7e control law for the visual servo systems. Specifically, the appropriate energy function to the proposed control law plays an important role in the control design.
Secondly, the dynamic visual servo system is constructed from a robot manipulator, a camera and an image processing board with a. high-performance DSP and a. real-time system. While we provide real-time software for implementing the proposed control law to the real system, the algorithm for optimal problems is considered in order to calculate the controller by the real system.
Finally, we have experiments for evaluating the control performances using the constructed dynamic visual servo system. Experimental results are analyzed exactly by a high-performance workstation. Not only the states of the average but also the states of the worst case are considered in order to verify the proposed control law with experimental results systematically. Moreover, the real-time software and the algorithm for optimal problems are reconsidered via, simulations and experiments.

Report

(3 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • Research Products

    (24 results)

All Other

All Publications (24 results)

  • [Publications] 河合, 東, 藤田: "マニピュレータダイナミクスを考慮したオブザーバ型動的視覚フィードバック制御"システム制御情報学会論文誌. 17-1. 39-47 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] H.Kawai et al.: "An Experimental Study of Dynamic Visual Feedback Control on SICE-DD Arm"Proc.of the 42nd SICE Annual Conference. 686-691 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 藤田, 大嶋: "モデル予測制御-VI -ハイブリッドモデル予測制御"システム制御情報学会誌. 47-3. 146-152 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 浅井, 劉, 藤田: "丈夫な制御系をつくる-ロバスト制御"計測と制御. 42-4. 284-291 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 向井, 東, 藤田: "論理混合型ハイブリッドドシステムに対するCPI集合を用いたロバストモデル予測制御の一構成法"計測自動制御学会論文集. 39-4. 375-381 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] H.Kawai et al.: "A Passivity Approach to Vision-based Dynamic Control of Robots with Nonlinear Observer"Control Problems in Robotics, A.Bicchi, H.Christensen and D.Prattichizzo (Eds),Springer-Verlag. 199-213 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] H.Kawai, T.Azuma, M.Fuijita: "Observer-based Dynamic Visual Feedback Control of Robotic Systems(in Japanese)"Transactions of the Institute of Systems, Control and Information Engineers. 17-1. 39-47 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] H.Kawai, T.Murao, M.Fujita: "An Experimental Study of Dynamic Visual Feedback Control on SICE-DD Arm"Proc.of the 42nd SICE Annual Conference. 686-691 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Fujita, M.Ohshima: "Model Predictive Control-VI Model Predictive Control for Hybrid Systems(in Japanese)"Systems, Control and Information. 47-3. 146-152 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Asai, K.Liu, M.Fujita: "How to Design a Tough Control System : Robust Control(in Japanese)"Journal of the Society of Instrument and Control Engineers. 42-4. 284-291 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Mukai, T.Azuma, M.Fujita: "Robust Receding Horizon Control for Hybrid Systems based on Constrained Positively In-variant Sets(in Japanese)"Transactions of the Society of Instrument and Control Engineers. 39-4. 375-381 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] H.Kawai, S.Izoe, M.Fujita: "A Passivity Approach to Vision-based Dynamic Control of Robots with Nonlinear Observer"Control Problems in Robotics, (A.Bicchi, H.Christensen and D.Prattichizzo(Eds)(Springer-Verlag). 199-213 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 河合, 東, 藤田: "マニピュレータダイナミクスを考慮したオブザーバ型動的視覚フィードバック制御"システム制御情報学会論文誌. 17-1. 39-47 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] H.Kawai et al.: "An Experimental Study of Dynamic Visual Feedback Control on SICE-DD Arm"Proc. of the 42nd SICE Annual Conference. 686-691 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 藤田, 大嶋: "モデル予測制御-VI -ハイブリッドモデル予測制御"システム制御情報学会誌. 47-3. 146-152 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 浅井, 劉, 藤田: "丈夫な制御系をつくる-ロバスト制御"計測と制御. 42-4. 284-291 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 向井, 東, 藤田: "論理混合型ハイブリッドシステムに対するCPI集合を用いたロバストモデル予測制御の一構成法"計測自動制御学会論文集. 39-4. 375-381 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] A.Maruyama: "Passivity-based Visual Feedback Control of Nonlinear Mechanical Systems -Stability and L_2-gain Performance Analysis"システム制御情報学会論文誌. 15-12. 627-635 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] M.Fujita: "Observer Based Dynamic Visual Feedback Control for Nonlinear Robotics Systems"Proc. of the 15th IFAC World Congress on Automatic Control. 1637 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] M.Mukai: "Robust Receding Horizon Control for Piecewise Linear Systems based on Con-strained Positively Invariant Sets"Proc.of the 2002 American Control Conference. 2348-2353 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Y.Kawai: "Stabilizing Receding Horizon H_∞ Control for LTV Systems using Extended Terminal Inequality Conditions"Proc.of the 41st Conference on Decision and Control. 3452-3457 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 東 剛人: "コンピュータネットワークにおける輻輳制御"計測と制御. 41-7. 496-501 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 内山泰宏: "フィードバック制御にμ-シンセシスを用いた2自由度制御系による動電式多軸振動台のロバスト制御"日本機械学会論文集C編. 68C-673. 2680-2686 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] A.Bicchi et al.(Eds.): "Control Problems in Robotics"Springer-Verlag. 15 (2003)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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