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Research on visualization technology of learning progress in motor learning process

Research Project

Project/Area Number 17K00477
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Learning support system
Research InstitutionThe University of Electro-Communications

Principal Investigator

Uchida Masafumi  電気通信大学, 大学院情報理工学研究科, 教授 (00245341)

Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2020: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2019: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2018: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2017: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywords身体動作 / ゆらぎ / 運動学習支援 / 反復的随意運動 / 運筆 / 歩行 / 計測工学 / 教育工学 / モニタリング / 人間生活環境 / リハビリテーション
Outline of Final Research Achievements

The purpose of this research is to develop a technology to visualize the mastery degree from ever-changing body movements in motor learning such as handwriting practice, dance, sports, and equipment operation that requires skill. Based on the findings of previous studies using synchronous tapping, this study was carried out on the assumption that the process of mastering physical movements is a process of control system transition from cognitive control to physical control. Differences in the control system involved in a body movement are observed in characteristic deviations from the main cycle of the movement, if the body movement is repetitive. If the former system is dominant, the motion will fluctuate like white noise, and if the latter system is dominant, the fluctuation will deviate from white noise to a reasonable degree and fluctuate. This study examined a learning support that uses the changes in the fluctuations of body movements to visualize the progress of motor learning.

Academic Significance and Societal Importance of the Research Achievements

運動学習支援の従来研究には運動を構成する部分要素を分析する類が数多く、また感覚フィードバック技術等を用いた所望の身体動作との差分修正の試みも含め、身体動作それ自体の運動性能や目標からの齟齬を提示する類のパフォーマンスの可視化が大勢である。本研究では、所望の身体動作の習得過程における学習進展にフォーカスし、当該身体動作のゆらぎを介してパフォーマンスの実行に関与する運動制御系の変化を定量評価する点に学術的意義がある。また、本研究は日常生活上の課題(ペンタブレッド上の運筆、触刺激提示を伴うトレッドミル上での歩行、スマートフォン操作の運指動作)をフォーカスしている点において社会的意義を有する。

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (19 results)

All 2021 2020 2019 2018 2017

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 4 results) Presentation (13 results) (of which Int'l Joint Research: 10 results)

  • [Journal Article] Evaluation of handwriting task difficulty based on detrended fluctuation analysis2021

    • Author(s)
      Tanaka Keisuke、Uchida Masafumi
    • Journal Title

      Artificial Life and Robotics

      Volume: 26(2) Issue: 2 Pages: 169-175

    • DOI

      10.1007/s10015-020-00672-w

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Control System Using Time‐State Control Form for Balloon Robot2021

    • Author(s)
      Miyamae Hiroki、Hori Katsuki、Uchida Masafumi
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 16 Issue: 3 Pages: 412-418

    • DOI

      10.1002/tee.23311

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluation of task difficulty based on fluctuation characteristics in writing task2019

    • Author(s)
      Keisuke Tanaka, Ken Arai and Masafumi Uchida
    • Journal Title

      Artificial Life and Robotics

      Volume: 25 Pages: 17-23

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Time series analysis of body sway caused by several matrix-shaped tactile stimuli on body trunk2018

    • Author(s)
      Masaki Terada and Masafumi Uchida
    • Journal Title

      Artificial Life and Robotics

      Volume: Published online, Springer Issue: 2 Pages: 270-277

    • DOI

      10.1007/s10015-018-0472-8

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Non-contact measurement of eyeblink by using Doppler sensor2017

    • Author(s)
      Amir Maleki and Masafumi Uchida
    • Journal Title

      Artif Life and Robotics, Springer

      Volume: 23 Issue: 2 Pages: 279-285

    • DOI

      10.1007/s10015-017-0414-x

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Non-contact measurement of respiratory cycles using a microphone array2017

    • Author(s)
      Masayuki Miwa and Masafumi Uchida
    • Journal Title

      Artif Life and Robotics, Springer

      Volume: 23 Issue: 2 Pages: 255-260

    • DOI

      10.1007/s10015-017-0413-y

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Trajectory Generation for Balloon Robot by Using Time-State Control Form Extended to Three Dimensions Space2021

    • Author(s)
      Yusuke Kataoka and Masafumi Uchida
    • Organizer
      The Twenty-Sixth International Symposium on Artificial Life and Robotics 2021
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of Handwriting Task Difficulty Based on Detrended Fluctuation Analysis2020

    • Author(s)
      Keisuke Tanaka and Masafumi Uchida
    • Organizer
      The 25th International Symposium on Artificial Life and Robotics (AROB 25th 2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Fluctuation Analysis of Repetitive Writing Motion by Using DFA2019

    • Author(s)
      Masafumi Uchida
    • Organizer
      25th International Conference on Noise and Fluctuations (ICNF 2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 触刺激の運筆動作に及ぼす影響に関する動態計測2019

    • Author(s)
      出納優、内田雅文
    • Organizer
      電気学会・計測/知覚情報合同研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] Evaluation of task difficulty based on fluctuation characteristics in writing task2019

    • Author(s)
      Keisuke Tanaka, Ken Arai, and Masafumi Uchida
    • Organizer
      The 24th International Symposium on Artificial Life and Robotics (AROB 24th 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Control of Fish type Balloon Robot using time-state control form2019

    • Author(s)
      Hiroki Miyamae and Masafumi Uchida
    • Organizer
      The 24th International Symposium on Artificial Life and Robotics (AROB 24th 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 運筆動作におけるゆらぎに関する一考察2018

    • Author(s)
      新井健、熊谷亮、内田雅文
    • Organizer
      電気学会産業計測制御研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 触刺激の歩容へ及ぼす影響に関する実験的検討2018

    • Author(s)
      栗原勇樹、小牧絢航、内田雅文
    • Organizer
      IEEE主催2018年度第2回学生研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] Ryo Kumagai and Masafumi Uchida2018

    • Author(s)
      Fluctuation Analysis of Synchronous Repetitive Handwriting
    • Organizer
      8th International Conference on Unsolved Problems on Noise (UPoN 2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Time Series Analysis of Body Sway Caused by Several Matrix-shaped Tactile Stimuli on Body Trunk2018

    • Author(s)
      Masaki Terada and Masafumi Uchida
    • Organizer
      The 23th International Symposium on Artificial Life and Robotics
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Gait Analysis Based on Transfer Entropy Method for Gait Stabilization2018

    • Author(s)
      Kenkou Komaki, Hiroshi Kamoshita, and Masafumi Uchida
    • Organizer
      The 23th International Symposium on Artificial Life and Robotics
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Single Trial Analysis of Body Sway Caused by Several Matrix-shaped Tactile Stimuli on Body Trunk2017

    • Author(s)
      Ryo Kumagai and Masafumi Uchida
    • Organizer
      2017 International Conference on Noise and Fluctuations
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Detrended Fluctuation Analysis of Repetitive Handwriting2017

    • Author(s)
      Masaki Terada and Masafumi Uchida
    • Organizer
      HCI International 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research

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Published: 2017-04-28   Modified: 2022-01-27  

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