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Motion Control of Hyper Redundant Robots with Learning Control Scheme Based on Linear Combination of Error History

Research Project

Project/Area Number 18560243
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionTokyo Institute of Technology

Principal Investigator

IWATSUKI Nobuyuki  Tokyo Institute of Technology, Graduate School of Engineering, Professor (70193753)

Co-Investigator(Kenkyū-buntansha) MORIKAWA Koichi  Tokyo Institute of Technology, Graduate School of Engineering, Assistant Professor (00282830)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,830,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥330,000)
Fiscal Year 2007: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2006: ¥2,400,000 (Direct Cost: ¥2,400,000)
KeywordsHyper Redundant Robot / Learning Control / Dexterous Machinery / Cooperative Motion / Intelligent Systems / Robotic Manipulator / Motion Control / Trajectory Generation / 運動学
Research Abstract

Aiming to establish effective motion control scheme for hyper redundant robot by learning control based on linear combination of error history, new methods to set suitable subtasks and to obtain suitable initial configuration of the robots, the optimum motion control based on dexterity of the robots, and flexibility control of the robots with elastic elements are discussed. The obtained results are summarized as follows :
(1)For hyper redundant planar serial manipulators, new methods to set subtask so as to pass obstacles away or assist main task were proposed and formulated.
(2) A new 'Backward learning scheme', in which a converged configuration obtained with forward learning was set as initial configuration and the learning processes were repeated, was proposed so as to obtain suitable initial configuration.
(3)Quantitative indices to evaluate assistability for main task and movability of links were derived from column vector of Jacobian matrices of joints. By setting the indices as objective functions, the joint inputs were optimized with gradient projection method and learning control.
(4) new flexibility control method to specify both of output displacement and stiffness distribution of a closed-loop redundant manipulator with elastic passive joints was formulated and was experimentally examined. A prototype can then manipulate soft/hard objects while controlling output flexibility.
It was thus revealed that the learning control based on linear combination of error history could realize motion and output force control while utilizing redundancy.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (25 results)

All 2008 2007 2006 Other

All Journal Article (10 results) (of which Peer Reviewed: 4 results) Presentation (13 results) Remarks (2 results)

  • [Journal Article] 運動可能性の目標運動達成支援性に基づく超多自由度ロボットの器用さの評価と最適制御2008

    • Author(s)
      松浦 大輔, 岩附 信行, 岡田昌史
    • Journal Title

      日本機械学会論文集 C編 74-740

      Pages: 946-952

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Nobuyuki Iwatsuki and Masafumi Okada, Dexterity Evaluation of Hyper Redundant Robots Based on Movability and Assistability2008

    • Author(s)
      Daisuke, Matsuura
    • Journal Title

      Transactions of JSME, Ser.C 74-740

      Pages: 946-952

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 超多自由度ロボットの誤差履歴線形和学習に基づく運動制御と後退学習による初期姿勢の獲得2007

    • Author(s)
      松浦 大輔, 岩附 信行
    • Journal Title

      日本機械学会論文集 C編 73-732

      Pages: 2305-2311

    • NAID

      110006380490

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Motion Control of Hyper Redundant Robots with Learning Control Based on Linear Combination of Error History and Acquisition of Initial Configuration with Backward Learning2007

    • Author(s)
      Daisuke, Matsuura, Nobuyuki, Iwatsuki
    • Journal Title

      Transactions of JSME, Ser.C 73-732

      Pages: 2305-2311

    • NAID

      110006380490

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Redundancy Utilization of Hyper Redundant Robots Based on Movability and Assistability2007

    • Author(s)
      Daisuke Matsuura, Nobuyuki Iwatsuki and Masafumi Okada
    • Journal Title

      CD-ROM Proc. of IEEE/RSJ 2007 International Conference on Intelligent Robots and Systems(IROS2007) 1

      Pages: 2534-2539

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Redundancy Utilization of Hyper Redundant Robots on Movability and Assistability2007

    • Author(s)
      Daisuke Matsuura, Nobuyuki Iwatsuki and Masafumi Okada
    • Journal Title

      CD-ROM Proc. of JSEM-KSME Joint International Conference on Manufacturing, Machine Design and Tribology(ICMDT2007) 1

      Pages: 1-8

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Motion Control of Hyper Redundant Robots to Utilize Redundancy Based on Movability and Assistability2007

    • Author(s)
      Daisuke Matsuura, Nobuyuki Iwatsuki
    • Journal Title

      Proc. of The 3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students in Tokyo

      Pages: 85-86

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 超多自由度マニピュレータの部分的特異姿勢の評価とそれに基づく運動制御2006

    • Author(s)
      松浦大輔, 岩附信行
    • Journal Title

      第6回機械要素潤滑設計部門講演会講演論文集

      Pages: 114-118

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 超多自由度ロボットの自由度の有効使用の評価と運動制御への適用2006

    • Author(s)
      松浦大輔, 岩附信行, 岡田昌史
    • Journal Title

      日本機会学会2006年度年次大会講演論文集 4

      Pages: 131-132

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Motion Control of Hyper Redundant Robots to Utilize Redundancy Based on Movability and Assistability2006

    • Author(s)
      Daisuke Matsuura, Nobuyuki Iwatsuki, Masafumi Okada
    • Journal Title

      CD-ROM Proc. of The 10th International Conference on Machatronics Technology

      Pages: 1-6

    • Related Report
      2006 Annual Research Report
  • [Presentation] Motion Control of Hyper Redundant Robots to Utilize Redundancy Based on Movability and Assistability2007

    • Author(s)
      Daisuke, Matsuura
    • Organizer
      The 10th International Conference on Mechatronics Technology (ICMT2006)
    • Place of Presentation
      Ramada Hotel, Mexico City, Mexico
    • Year and Date
      2007-11-21
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Redundancy Utilization of Hyper Redundant Robots Based on Movability and Assistability2007

    • Author(s)
      Daisuke Matsuura
    • Organizer
      IEEE/RSJ 2007 International Conference on Intelligent Robots and Systems(IROS2007)
    • Place of Presentation
      The Sheraton San Diego Hotel, San Diego, USA
    • Year and Date
      2007-11-02
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Redundancy Utilization of Hyper Redundant Robots Based on Movability and Assistability2007

    • Author(s)
      Daisuke, Matsuura
    • Organizer
      IEEE/RSJ 2007 International Conference on Intelligent Robots and Systems (IROS2007)
    • Place of Presentation
      The Sheraton San Diego Hotel, San D
    • Year and Date
      2007-11-02
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Redundancy Utilization of Hyper Redundant Robots on Movability and Assistability2007

    • Author(s)
      Daisuke Matsuura
    • Organizer
      JSME-KSME Joint International Conference on Manufacturing, Machine Design and Tribology
    • Place of Presentation
      Hokkaido University, Sapporo, Japan
    • Year and Date
      2007-07-02
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Redundancy Utilization of Hyper Redundant Robots on Movability and Assistability2007

    • Author(s)
      Daisuke, Matsuura
    • Organizer
      JSME-KSME Joint International Conference on Manufacturing, Machine Design and Triborogy
    • Place of Presentation
      Hokkaido University, Sapporo, Japan
    • Year and Date
      2007-07-02
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Redundancy Utilization of Hyper Redundant Robots on Movability and Assistability2007

    • Author(s)
      Daisuke Matsuura
    • Organizer
      JSEM-KSME Joint InternationalConference on Manufacturing, Machine Design and Tribology(ICMDT2007)
    • Place of Presentation
      Hokkaido University, Sapporo, Japan
    • Year and Date
      2007-07-02
    • Related Report
      2007 Annual Research Report
  • [Presentation] Evaluation of Partially Singular Configuration of Hyper Redundant Manipulators and Its Application to Motion Control2007

    • Author(s)
      Daisuke, Matsuura
    • Organizer
      The 6th JSME MDT division conference
    • Place of Presentation
      Matsushima Kanko Hotel, Sendai, Ja
    • Year and Date
      2007-05-29
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Motion Control of Hyper Redundant Robots to Utilize Redundancy Based on Movability and Assistability2006

    • Author(s)
      Daisuke Matsuura
    • Organizer
      The 3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students
    • Place of Presentation
      Tokyo Institute of Technology, Tokyo Japan
    • Year and Date
      2006-12-10
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Motion Control of Hyper Redundant Robots to Utilize Redundancy Based on Movability and Assistability2006

    • Author(s)
      Daisuke, Matsuura
    • Organizer
      The 3rd Tokyo Tech-KAIST Joint Workshop for Mechanical Engineering Students
    • Place of Presentation
      Tokyo Institute of Technology, Tokyo, Japan
    • Year and Date
      2006-12-10
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Motion Control of Hyper Redundant Robots to Utilize Redundancy Based on Movability and Assistability2006

    • Author(s)
      Daisuke Matsuura
    • Organizer
      The 10th International Conference on Mechatronics Technology
    • Place of Presentation
      Ramada Hotel, Mexico City, Mexico
    • Year and Date
      2006-11-21
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 超多自由度ロボットの自由度の有効使用の評価と運動制御への適用2006

    • Author(s)
      松浦 大輔
    • Organizer
      日本機械学会2006年度年次大会
    • Place of Presentation
      熊本大学,熊本市
    • Year and Date
      2006-09-19
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Evaluation of Effective Use of Redundant DOFs and Its Application to Motion Control2006

    • Author(s)
      Daisuke, Matsuura
    • Organizer
      JSME Mechanical Engineering Congress2006
    • Place of Presentation
      Kumamoto University, Kumamoto
    • Year and Date
      2006-09-19
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 超多自由度マニピュレータの部分的特異姿勢の評価とそれに基づく運動制御2006

    • Author(s)
      松浦 大輔
    • Organizer
      第6回機械要素潤滑設計部門講演会
    • Place of Presentation
      松島観光ホテル,仙台市
    • Year and Date
      2006-05-29
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Remarks] 「研究成果報告書概要(和文)」より

    • URL

      http://www.dynamics.mep.titech.ac.jp/japanese/index.html

    • Related Report
      2007 Final Research Report Summary
  • [Remarks]

    • URL

      http://www.dynamics.mep.titech.ac.jp/japanese/index.html

    • Related Report
      2007 Annual Research Report

URL: 

Published: 2006-04-01   Modified: 2016-04-21  

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