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1999 Fiscal Year Final Research Report Summary

A study on biological control mechanism based on analysis of movement trajectories

Research Project

Project/Area Number 09650467
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 計測・制御工学
Research InstitutionToyohashi University of Technology

Principal Investigator

UNO Yoji  Toyohashi University of Technology, Faculty of Engineering, Professor, 工学部, 教授 (10203572)

Co-Investigator(Kenkyū-buntansha) FUKUYAMA Naohiro  Toyohashi University of Technology, Faculty of Engineering, Assistant Researcher, 工学部, 助手 (90293753)
KATAYAMA Masazumi  Toyohashi University of Technology, Faculty of Engineering, Lecturer, 工学部, 講師 (90273325)
Project Period (FY) 1997 – 1999
Keywordsmovement trajectory / motor learning / movement measurement / movement task / optimal trajectory / performance index / motion control / functional electrical stimulation
Research Abstract

We investigate trajectory planning and control in human arm movements. It is well known that human hand trajectories have common spatiotemporal features. The prominent feature is that when moving the hand between a pair of targets the human tends to generate roughly straight hand paths with single-peaked, bell-shaped velocity profiles.
For quantitative and statistical investigation, we obtained a large amount of trajectory data with a wide rage of the workspace and examined some performance indices for trajectory planning. We conformed that a minimum-torque-change model reproduced actual trajectories best. In the minimum-torque-change model, the brain plans trajectories according to the criterion of smoothness. It has been confirmed that the smoothness criterion is used in human unconstrained reaching movements.
We examined whether the smoothness is always achieved when a human is required the most quick motion. This requirement is contrary to the smoothness criterion. Using computer sim … More ulation, we confirmed that a minimum-movement-time trajectory is concave toward a body and its velocity profile has a double peak. In psychophysical experiments, subjects were asked to move their hands from a start position to a target position as quick as possible. We observed that the subjects produced approximately straight hand paths will bell-shaped velocity profiles ; that is, hand trajectories in the time-minimizing task were similar to the minimum-torque-change trajectory rather than the minimum-movement-time trajectory. Moreover, we asked the subjects to perform reaching movements through a zone so that hand trajectories come near to the minimum-movement-time trajectory. After some adequate instructions were given, the subjects generated curved hand paths, which were similar to the minimum-movement-time trajectory, and the movement duration of their via-point movements was shorter than that of simple point-to-point movements. These experimental results suggest that the brain always plans optimal trajectories on the basis of the smoothness criterion. Less

  • Research Products

    (28 results)

All Other

All Publications (28 results)

  • [Publications] 宇野 洋二: "最適軌道計算のためのハイブリッド法"日本神経回路学会第8回全国大会講演論文集. 154-155 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 福田 浩士: "ヒトの把持運動における力分配"第12回生体・生理工学シンポジウム論文集. 421-424 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 宇野 洋二: "A neural network model for acquiring an internal representation of the weight of grasped dejects"Proc. 1997 International Conference on Neural Information Processing & Intelligent Information Systems. 1. 241-244 (1997)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 原田 稔: "ヒト腕の曲線運動の生成と知覚"電子情報通信学会技術研究報告. NC97-132. 237-244 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 鈴木 邦典: "ヒト腕の運動タスクと最適軌道"電子情報通信学会技術研究報告. NC97-133. 245-252 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 今水 寛: "Adaptive internal model of intrinsic kinematic involved in learning an aiming task"Journal of Experimental Psychology : Human Perception and Performance. Vol.24, No.3. 812-829 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 福村 直博: "把持対象認識モデルによる異種感覚情報間の多対多の関係の学習"日本神経回路学会誌. 5・2. 65-71 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 福田 浩: "ヒトの把持運動における対象物の特徴抽出と手形状の形成"第13回生体・生理工学シンポジウム論文集. 153-156 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 宇野 洋二: "The criterion of smoothness is adopted for a time-minimizing task in human reaching movements"Abstracts of 28th Annual Meeting of Society for Neuroscience. 24. 421 (1998)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 四ノ宮 大輔: "ヒト腕のキネマティクスの順・逆内部モデルに関する心理物理学的研究"電子情報通信学会技術研究報告. NC98-118. 153-160 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 明比 豊博: "ジャイロセンサを利用したFESシステムによる下肢麻痺者の歩行再建"電子情報通信学会技術研究報告. MBE98-138. 91-98 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中野 恵理: "Quantitative examinations of internal representations for armtrajectory planning : minimum commanded torque-change model"Journal of Neurophysiology. Vol.81, No.5. 2140-2155 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 福田 浩士: "対象物の認知と手の把持形状の計算との関係-ヒトの把持運動への計算論的アプローチ-"電子情報通信学会論文誌 D-II. 82・8. 1315-1326 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 宇野 洋二: "Trajectory planning of human reaching movements for a time-minimizing task"Proc. 1999 IEEE International Conference on Systems, Man, and Cybernetics. VI. 1039-1044 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 宇野 洋二: "ジャイロセンサと機能的電気刺激を用いた歩行再建システムの構築"第14回生体・生理工学シンポジウム論文集. 165-168 (1999)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 鈴木 邦典: "最短時間到達運動において脳が適用する滑らかさの規範"電子情報通信学会論文誌 D-II. 83・2. 711-722 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 高倉 健志: "運動時間最小タスクのトレーニングと最適軌道"電子情報通信学会技術研究報告. NC99-101. 63-70 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 植村 幸治: "ヒト腕の曲線運動の生成と知覚における滑らかさの規範"電子情報通信学会技術研究報告. NC99-102. 71-78 (2000)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Yoji Uno: "A neural network model for acquiring an internal representation of the weight of grasped objects"Proc. 1997 International Conference on Neural Information Processing and Intelligent Information Systems. Vol.1. 241-244 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Hiroshi Imamizu: "Adaptive internal model of intrinsic kinematics involved in learning an aiming task"Journal of Experimental Psychology : Human perception and Performance. Vol.24, No.3. 812-829 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Naohiro Fukumura: "Learning of many-to-many relation between different kinds of sensory information using a neural network model for recognizing objects (in Japanese)"The Brain & Neural Networks. Vol. 5, No.2. 65-71 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Hiroshi Fukuda: "Object recognition and formation of hand shape in human grasping movements"Proc. 5th International Conference on Neural Information Processing. Vol.1. 467-470 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Naohiro Fukumura: "A neural network model for extracting correlated information in sensory integration"Proc. 5th International Conference on Neural Information Processing. Vol.2. 873-876 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yoji Uno: "The criterion of smoothness is adopted for a time-minimizing task in human reaching movements"Abstracts of 28th Annual Meeting of Society for Neuroscience. Vol.24. 421 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yoji Uno: "Trajectory planning of human reaching movements for a time-minimizing task"Proc. 1999 IEEE International Conference on Systems, Man, and Cybernetics. VI. 1039-1044 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Eri. Nakano: "Quantitative examinations of internal representations for arm trajectory planning : minimum commanded torque change model."Journal of Neurophysiology. Vol. 81, No. 5. 2140-2155 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Hiroshi Fukuda: "Relation between object recognition and formation of hand shape -A computational approach to the human grasping movements- (in Japanese)"The Transactions of the Institute of Electronics, Information & Communication Engineers. Vol.J82-D-II, No.8. 1315-1326 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Kuninori Suzuki: "Brain adopts the criterion of smoothness for most quick reaching movements (in Japanese)"The Transactions of the Institute of Electronics, Information & Communication Engineers. Vol.J83-D-II, No.2. 711-722 (2000)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 2001-10-23  

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