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New horizon in dynamics theory for anthropomorphic systems towards interaction-oriented motion synthesis

Research Project

Project/Area Number 17H00768
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent robotics
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

Yoshida Eiichi  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 副研究センター長 (30358329)

Co-Investigator(Kenkyū-buntansha) 吉安 祐介  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員 (10712234)
遠藤 維  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員 (40599073)
鮎澤 光  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員 (60649086)
今村 由芽子  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 主任研究員 (60760436)
Kheddar Abder  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 客員研究員 (90572082)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥45,240,000 (Direct Cost: ¥34,800,000、Indirect Cost: ¥10,440,000)
Fiscal Year 2019: ¥13,130,000 (Direct Cost: ¥10,100,000、Indirect Cost: ¥3,030,000)
Fiscal Year 2018: ¥13,650,000 (Direct Cost: ¥10,500,000、Indirect Cost: ¥3,150,000)
Fiscal Year 2017: ¥18,460,000 (Direct Cost: ¥14,200,000、Indirect Cost: ¥4,260,000)
Keywordsディジタルヒューマンモデル / モーションシンセシス / 動力学解析 / 最適化 / 人間動作解析 / 人型システム
Outline of Final Research Achievements

In this study, we proposed a new perspective on the dynamics and control of anthropomorphic systems and reconstructed an optimization method for motion involving interactions in a generic form to come up with a new motion synthesis method. We devised an 18-dimensional manifold (CMTM) that comprehensively handles the motion of rigid bodies and built a method for fast calculation of the gradient of physical quantities including the position, posture, velocity, acceleration, and force of an anthropomorphic system. We have developed a system of motion generation methods to optimize evaluation functions such as energy consumption or motion stability, which are expressed by the combination of these physical quantities. As applications to real-world problems, we have achieved the reproduction of human motions for the evaluation of wearable assistive devices by a humanoid robot and the real-time estimation of human motions and physical loads based on inertial sensors.

Academic Significance and Societal Importance of the Research Achievements

剛体の運動を包括的に扱う18次元多様体(CMTM)はこれまでの動力学解析にはない新たな着想である。これを人型システムに適用し、力や関節トルクを含む任意の物理量の一般化座標、速度、加速度に対する勾配を、数値微分でなく解析的に求める計算手法を構築したことは、学術面で新規性が高い。またこの成果は汎用性が高いため、人型ロボットを用いた定量評価による支援機器の普及、また簡易センサによる人の運動や負荷の解析・実時間モニタリングによる製品の人間工学的設計改良や労働環境の改善などに活用でき、社会的・産業的な波及効果も期待される。

Report

(4 results)
  • 2020 Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (18 results)

All 2020 2019 2018 2017

All Journal Article (13 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 13 results,  Open Access: 2 results) Presentation (5 results) (of which Int'l Joint Research: 3 results,  Invited: 2 results)

  • [Journal Article] Simultaneous Control Framework for Humanoid Tracking Human Movement With Interacting Wearable Assistive Device2020

    • Author(s)
      Ito Takahiro、Ayusawa Ko、Yoshida Eiichi、Kobayashi Hiroshi
    • Journal Title

      IEEE Robotics and Automation Letters

      Volume: 5 Issue: 2 Pages: 3604-3611

    • DOI

      10.1109/lra.2020.2979663

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Fusion of Multiple Motion Capture Systems for Musculoskeletal Analysis2020

    • Author(s)
      Samy Vincent、Ayusawa Ko、Yoshiyasu Yusuke、Sagawa Ryusuke、Yoshida Eiichi
    • Journal Title

      Proc. of the IEEE/SICE International Symposium on System Integration

      Volume: - Pages: 295-299

    • DOI

      10.1109/sii46433.2020.9025818

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Predictive Inverse Kinematics: optimizing Future Trajectory through Implicit Time Integration and Future Jacobian Estimation2019

    • Author(s)
      Ayusawa Ko、Suleiman Wael、Yoshida Eiichi
    • Journal Title

      Proc. of the IEEE/RSJ Int. Conf. on Intelligent Robots and Systems

      Volume: - Pages: 566-573

    • DOI

      10.1109/iros40897.2019.8968110

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Musculoskeletal Estimation Using Inertial Measurement Units and Single Video Image2019

    • Author(s)
      Samy Vincent、Ayusawa Ko、Yoshiyasu Yusuke、Sagawa Ryusuke、Yoshida Eiichi
    • Journal Title

      Proc. of the IEEE Int. Workshop on Advanced Robotics and its Social Impacts

      Volume: - Pages: 39-44

    • DOI

      10.1109/arso46408.2019.8948820

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Towards Unified Framework for Trajectory Optimization Using General Differential Kinematics and Dynamics2019

    • Author(s)
      Yoshida Eiichi、Ayusawa Ko
    • Journal Title

      Robotics Research. Springer Proceedings in Advanced Robotics

      Volume: 10 Pages: 217-232

    • DOI

      10.1007/978-3-030-28619-4_21

    • ISBN
      9783030286187, 9783030286194
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comprehensive theory of differential kinematics and dynamics towards extensive motion optimization framework2018

    • Author(s)
      Ayusawa Ko、Yoshida Eiichi
    • Journal Title

      The International Journal of Robotics Research

      Volume: 37 Issue: 13-14 Pages: 1554-1572

    • DOI

      10.1177/0278364918772893

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Online Center of Mass and Momentum Estimation for a Humanoid Robot Based on Identification of Inertial Parameters2018

    • Author(s)
      Mori Kenya、Ayusawa Ko、Yoshida Eiichi
    • Journal Title

      Proc. of the IEEE-RAS Int. Conf. on Humanoid Robots

      Volume: 1 Pages: 257-263

    • DOI

      10.1109/humanoids.2018.8625037

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimization Framework of Humanoid Walking Pattern for Human Motion Retargeting2018

    • Author(s)
      Masuda Shimpei、Ayusawa Ko、Yoshida Eiichi
    • Journal Title

      Proc. of the IEEE-RAS Int. Conf. on Humanoid Robots

      Volume: 1 Pages: 725-731

    • DOI

      10.1109/humanoids.2018.8625060

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On Prioritized Inverse Kinematics Tasks: Time-Space Decoupling2018

    • Author(s)
      Suleiman Wael、Ayusawa Ko、Kanehiro Fumio、Yoshida Eiichi
    • Journal Title

      Proc. Int. Workshop on Advanced Motion Control

      Volume: 1 Pages: 108-113

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comprehensive Theory of Differential Kinematics and Dynamics for Motion Optimization2017

    • Author(s)
      Ayusawa Ko、Yoshida Eiichi
    • Journal Title

      Proc. Robotics: Science and Systems XIII

      Volume: 1

    • DOI

      10.15607/rss.2017.xiii.063

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Generating persistently exciting trajectory based on condition number optimization2017

    • Author(s)
      Ayusawa Ko、Rioux Antoine、Yoshida Eiichi、Venture Gentiane、Gautier Maxime
    • Journal Title

      Proc. IEEE Int. Conf. on Robotics and Automation

      Volume: 1 Pages: 6518-6524

    • DOI

      10.1109/icra.2017.7989770

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Understanding and Exploiting Object Interaction Landscapes2017

    • Author(s)
      Pirk S?ren、Krs Vojtech、Hu Kaimo、Rajasekaran Suren Deepak、Kang Hao、Yoshiyasu Yusuke、Benes Bedrich、Guibas Leonidas J.
    • Journal Title

      ACM Transactions on Graphics

      Volume: 36 Issue: 4 Pages: 1-14

    • DOI

      10.1145/3072959.3083725

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Simulation-based design for robotic care device: Optimizing trajectory of transfer support robot2017

    • Author(s)
      Imamura Yumeko、Ayusawa Ko、Endo Yui、Yoshida Eiichi
    • Journal Title

      Proc. IEEE Int. Conf. on Rehabilitation Robotics

      Volume: 1 Pages: 851-856

    • DOI

      10.1109/icorr.2017.8009355

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] Digital and Physical Twins for Design and Evaluation: Human, Digital Actor and Humanoid2019

    • Author(s)
      吉田英一
    • Organizer
      IEEE International Conference on Advanced Robotics and Mechatronics (ICARM),
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Comprehensive Theory of Differential Kinematics and Dynamics Towards Extensive Motion Optimization Framework2019

    • Author(s)
      吉田英一
    • Organizer
      IEEE International Conference on Robotics and Automation 2019, Workshop on Toward Online Optimal Control of Dynamic Robots: From Algorithmic Advances to Field Applications
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 力学パラメータの同定法に基づいた人型ロボットの重心・運動量の実時間推定2018

    • Author(s)
      森 賢哉、鮎澤 光、吉田 英一
    • Organizer
      日本機械学会 ロボティクス・メカトロニクス講演会2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] 歩行パターンジェネレータを用いた人間歩行動作のヒューマノイドによる再現手法2018

    • Author(s)
      増田 慎平、鮎澤 光、吉田 英一
    • Organizer
      日本機械学会 ロボティクス・メカトロニクス講演会2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] Real-time Motion Reconstruction using Digital Human Models and IMU-based MoCap System2018

    • Author(s)
      Endo Yui, Yoshida Eiichi
    • Organizer
      1st International Conference on Inteligent Human Systems Integration
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research

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

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