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Study on application of fuzzy / neural network based control to tumbling motion reduction by means of cushion damper

Research Project

Project/Area Number 14550855
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Aerospace engineering
Research InstitutionTokyo Metropolitan University (2005)
Tokyo Metropolitan Institute of Technology (2002-2004)

Principal Investigator

KOJIMA Hirohisa  Tokyo Metropolitan University, Dept of sysem design, Associate Professor, システムデザイン学部, 助教授 (50322350)

Co-Investigator(Kenkyū-buntansha) FUJII Hironori  Tokyo Metropolitan University, Dept of system design, Professor, システムデザイン学部, 教授 (30070650)
Project Period (FY) 2002 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2005: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2004: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 2003: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 2002: ¥2,000,000 (Direct Cost: ¥2,000,000)
Keywordsadaptive control / visual servo / wavelet / neural network / fuzzy control / adaptive control / Visual Servo / Wavelet / Neural Network / fuzzy control / adaptive / 宇宙ロボット / スライディングモード制御 / 適応制御 / 最適制御
Research Abstract

We constructed an in-space light simulator and investigated a method of extracting the edges of a satellite using wavelet transform and self-organizing map techniques. In addition, we compared this method with other conventional edge extraction methods, and found that the wavelet transform is better than the other three edge extraction methods.
A ground based nutation simulator was also developed to study the impulsive thrust method proposed by Kawamoto. A three-axis gyro is installed on the top of the developed experimental to measure the angular velocity changes when the impulsive force is added by throwing a soft ball to the experimental device. The angular velocity change is also estimated from the recorded images. By comparing the angular velocity change estimated by the image processing and measured by the gyro, a good agreement was confirmed. Therefore, it can be said that even if the target satellite is an incorporative satellite or the angular velocity cannot be obtained directly from the communication with the target satellite, the momentum reduction can be estimated from the velocity change of the particle thrown to the tumbling target satellite, the thrown particle mass, and the collision position.
We discuss a fuzzy control applied to reduction of tumbling motion of the non-cooperative object by the repetitive impulses produced by projecting small particles to the non-cooperative object. The parameters of the fuzzy controller which determine the timing and velocity of the projection are tuned by means of learning algorithm. The proposed method has advantage in robustness to variation of target motion and initial values of the parameters.

Report

(5 results)
  • 2005 Annual Research Report   Final Research Report Summary
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • Research Products

    (36 results)

All 2006 2005 2004 Other

All Journal Article (24 results) Publications (12 results)

  • [Journal Article] 中間画像を利用した特長ベースと法2006

    • Author(s)
      児島広久, 米川豊
    • Journal Title

      日本機械学会論文集C編 Vol.72,No.717(TBG)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Spacecraft Edge Edge Extraction by Wavelet Transformation2006

    • Author(s)
      Kojima, H., Usuda, Y., Kobayashi,T
    • Journal Title

      Advances in Astronautical Sciences (TBT)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Feature-Based Visual Servo Using Middle Images2006

    • Author(s)
      Kojima, H., Yonekawa, Y.
    • Journal Title

      Transactions of the Japan Society of Mechanical Engineers Part C 72(2)

    • NAID

      110004738291

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] pacecraft Edge Extraction by Wavelet Transformation2006

    • Author(s)
      Kojima, H., Usuda, Y., Kobayashi, T
    • Journal Title

      Advances in Astronautical Sciences

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Experimental study on anglar momentum variation by impulsive input2006

    • Author(s)
      Kojima, H., Okami, J.
    • Journal Title

      Proceedings of 37^<th> JSASS Annual meeting 2D17

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] インパルス入力に対する角運動量変化の計測実験2006

    • Author(s)
      小島広久, 大上順也
    • Journal Title

      日本航空宇宙学会、37回 年会講演論文集

    • Related Report
      2005 Annual Research Report
  • [Journal Article] エレクトロダイナミックテザー推進における電流入力整形2005

    • Author(s)
      渡部武夫, 藤井裕則, 小島広久, William Singhose
    • Journal Title

      日本航空宇宙学会論文集 Vol.53,No.621

      Pages: 482-489

    • NAID

      10020377664

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Adaptive Defection Limiting Control for Flexible Space Structure2005

    • Author(s)
      Kojima, H, Shinghose, W.
    • Journal Title

      56th International Astronautics Conference.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] インパルス入力に対する角運動量変化の計測実験2005

    • Author(s)
      小島広久, 大上順也
    • Journal Title

      日本航空学会、37回 年会講演論文集

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] バーチャルストラクチャとバックステッピング法を用いたf-メーションフライト制御2005

    • Author(s)
      小島広久, 青山修平
    • Journal Title

      日本機械学会 2005年度年次大会 講演論文集

      Pages: 3317-3317

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Design of electric current profile for electrodynamic tether systems by input shaping method2005

    • Author(s)
      Watanabe, T., Fujii, A.H, Kojima, H., Singhose, W.
    • Journal Title

      Journal of the Japan Society for Aeronautical and Space Sciences Vol.53,No.621

      Pages: 482-489

    • NAID

      10020377664

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Adaptive Deflection Limiting Control for Flexible Space Structure2005

    • Author(s)
      Kojima, H, Singhose, W.
    • Journal Title

      56th International Astronautics Conference

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] Formation flight using virtual structure and backstepping2005

    • Author(s)
      Kojima, H., Aoyama, S.
    • Journal Title

      Proceedings of the mechanical engineering congress

      Pages: 361-362

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2005 Final Research Report Summary
  • [Journal Article] 中間画像を利用した持徴ベースト法2005

    • Author(s)
      小島広久, 米川豊
    • Journal Title

      日本機械学会論文集C編 Vol.72, No.717

    • Related Report
      2005 Annual Research Report
  • [Journal Article] エレクトロダイナミックテザー推進における電流入力整形2005

    • Author(s)
      渡部武夫, 藤井裕則, 小島広久, William Singhose
    • Journal Title

      日本航空宇宙学会論文集 Vol.53, No.621

      Pages: 482-489

    • NAID

      10020377664

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Spacecraft Edge Extraction by Wavelet Transformation2005

    • Author(s)
      Kojima, H., Usuda, Y., Kobayashi, T.
    • Journal Title

      Advances in Astronautical Sciences

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Adaptive Deflection Limiting Control for Flexible Space Structure2005

    • Author(s)
      Kojima, H, Singhose, W.
    • Journal Title

      56th International Astronautics Conference.

    • Related Report
      2005 Annual Research Report
  • [Journal Article] バーチャルストラクチャとバックステッピング法を用いたフォーメーションフライト制御2005

    • Author(s)
      小島広久, 青山修平
    • Journal Title

      日本機械学会 2005年度年次大会 講演論文集

      Pages: 3317-3317

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Fly-around Motion Control Based on Exact Linearization with Adaptive Law2005

    • Author(s)
      Kojima, H.
    • Journal Title

      AIAA, Journal of Guidance, Control, and Dynamics Vol.28,No.1

      Pages: 167-169

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Formation Flight Using Feature-Based Visual Servo Technique2004

    • Author(s)
      Kojima, H., Aoyama, S., Yaiima K.
    • Journal Title

      AIAA-2004-4738, AIAA/AAS Astrodynamics Specialist Conference Aug 16-19 Providence RI

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Attitude alignment of an asymmetrical rigid spacecraft using two impulsive control torques2004

    • Author(s)
      Kojima, H.
    • Journal Title

      IFAC Workshop on Periodic Control Systems (PSYCO 04), Aug.30-Sep.1, Yokohama

      Pages: 62-67

    • Related Report
      2004 Annual Research Report
  • [Journal Article] タンブリング運動減衰のための投擲タイミングに対するニューロ・ファジィ解析2004

    • Author(s)
      小島広久, 高田 尚
    • Journal Title

      航空宇宙学会,第35回年会講演会

      Pages: 84-86

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Application of Neural Network System to Spacecraft Attitude Estimation

    • Author(s)
      Kojima, H., Kobayashi, T.
    • Journal Title

      24th International Symposium on Space Technology and Science

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 回転運動対象物に対する予測補正特徴ベースト法

    • Author(s)
      小島広久, 矢島康一
    • Journal Title

      RoboMec2004

    • Related Report
      2004 Annual Research Report
  • [Publications] 小島広久, 矢島康一: "回転運動対象物に対する予測補正特徴ベースト法"日本機械学会,RoboMec04講演論文集. (TBD). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 小島広久, 高田 尚: "タンブリング運動減衰のための投擲タイミングに対するニューロ・ファジィ解析"日本航空宇宙学会年会講演論文集. (TBD). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Kojima, H., Yoneshima, H., Hashimoto, T., Fujii, H.A: "Reduction of Tumbling Motion by Contact Forces with Cushion Damper on Space Robot Manipulator"Proceedings of 11^<th> International Space Conference of Pacific-basin Societies. (TBD). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Kojima, H., Nakajima, N.: "Multi-Objective Trajectory Optimization by a Hierarchical Gradient Algorithm with Fuzzy Decision Logic"Transactions of the Japan Society for Aeronautical and Space Sciences. 68・PBD(TBD). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Kojima, H.: "Target Capture via Sliding-Mode Control Incorporating a Reaction Control System"Transactions of the Japan Society for Aeronautical and Space Sciences. 46・154. 133-142 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 小島広久, 中嶋伸幸: "ファジィ化階層勾配法による多目的軌道最適化,柔軟宇宙構造物のスルーマヌーバ問題への適用"日本航空宇宙学会論文集. 51・598. 589-596 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 小島広久: "特徴ベースト視覚サーボに対するファジィ制御補償"日本機械学会論文集C編. 68・668. 1119-1126 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 小島広久: "適応スライディングモード制御による姿勢追従マニューバ"日本機械学会論文集C編. 68・668. 1113-1118 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Kojima, H.: "End-Effector Trajectory to Avoid Collision with Undesirable Point of Target"Proceedings of 23^<rd> International Symposium on Space Technology and Science. Vol.1. 691-696 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 小島広久: "楕円ポテンシャル場の局所最小点検出によるロボットの動作計画法"日本機械学会論文集C編. 68・670. 1798-1804 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 小島広久: "平滑規範モデル適応スライディングモード制御によるターゲヅト衛星への姿勢追従"日本航空宇宙学会論文集. 50・583. 301-309 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Kojima, H.: "Target Capture via Sliding-Mode Control Incorporating Manipulator Singularity Avoidance"Proceedings of 6^<th> International Conference on Motion and Vibration Control. Vol.1. 478-483 (2002)

    • Related Report
      2002 Annual Research Report

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

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