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Cutting-edge multi-contact behaviors

Research Project

Project/Area Number 16H02886
Research Category

Grant-in-Aid for Scientific Research (B)

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

Principal Investigator

Kheddar Abderrahmane  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)

Co-Investigator(Kenkyū-buntansha) 森澤 光晴  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 (00392671)
吉田 英一  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, 研究部門付 (30358329)
金広 文男  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, 研究グループ長 (70356806)
Research Collaborator ESCANDE Adrien  
GERGONDET Pierre  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥15,080,000 (Direct Cost: ¥11,600,000、Indirect Cost: ¥3,480,000)
Fiscal Year 2018: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2017: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2016: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
Keywords知能ロボティクス / ディジタルヒューマンモデル / 多点接触動作 / 機械学習 / 最適化 / 知能ロボティックス
Outline of Final Research Achievements

This proposal deals mainly with the fundamentals of motion planning and control for complex robots such as humanoids, to use contacts of any kind with their surrounding environments to enhance their capability of locomotion and objects manipulation. We have achieved the following noticeable advances with respect to our previous work: unobtrusively forces estimation from motion tracking in human multi-contact setting and its application to motion retargeting from human to humanoids; robust equilibrium multi-contact criteria in 3D and its related stabilization scheme through shape morphing as well as compliance and force servoying in both planning and control; extension of multi-contact planning to task-aware contact generation by extending the extended posture generator to embedded force as decision variables; and closing the loop on perception using SLAM in multi-contact. All these developments have been assessed in various industrial experiments involving humanoid robots.

Academic Significance and Societal Importance of the Research Achievements

本課題で取り扱っているロボットの多点接触動作計画・制御は、現在世界で盛んに研究されている。研究代表者のKheddarはこの分野の創始者の一人として認識され、本課題で上記に示す新たな成果を挙げており、多数の論文発表や招待講演、また日英の教科書執筆を行うなど、科学的意義は高く認識されている。本課題の成果は、大規模組立環境におけるヒューマノイド導入に利用されつつあり、産業展開の点で社会的意義を持つ。特に、航空機組立や建築現場において困難な姿勢を伴う作業の代替や、災害現場での探索、さらに高齢者等の動作支援への応用が期待されており、企業との共同研究が進行中である。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (15 results)

All 2019 2018 2017 2016 Other

All Int'l Joint Research (1 results) Journal Article (12 results) (of which Peer Reviewed: 12 results) Book (2 results)

  • [Int'l Joint Research] 国立科学研究センター (CNRS)(フランス)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Quadratic Programming for Multirobot and Task-Space Force Control2019

    • Author(s)
      Bouyarmane Karim、Chappellet Kevin、Vaillant Joris、Kheddar Abderrahmane
    • Journal Title

      IEEE Transactions on Robotics

      Volume: 35 Issue: 1 Pages: 64-77

    • DOI

      10.1109/tro.2018.2876782

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hand-Object Contact Force Estimation from Markerless Visual Tracking2018

    • Author(s)
      Pham Tu-Hoa、Kyriazis Nikolaos、Argyros Antonis A.、Kheddar Abderrahmane
    • Journal Title

      IEEE Transactions on Pattern Analysis and Machine Intelligence

      Volume: 40 Issue: 12 Pages: 2883-2896

    • DOI

      10.1109/tpami.2017.2759736

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Generation of Walking Motions Based on Whole-Body Poses and QP Control2018

    • Author(s)
      Grimm Raphael、Kheddar Abderrahmane、Asfour Tamim
    • Journal Title

      Proc. of IEEE-RAS International Conference on Humanoid Robots

      Volume: 1 Pages: 510-515

    • DOI

      10.1109/humanoids.2018.8624913

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 3-D Robust Stability Polyhedron in Multicontact2018

    • Author(s)
      Audren Herve、Kheddar Abderrahmane
    • Journal Title

      IEEE Transactions on Robotics

      Volume: 34 Issue: 2 Pages: 388-403

    • DOI

      10.1109/tro.2017.2786683

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Robust Humanoid Control Using a QP Solver with Integral Gains2018

    • Author(s)
      Cisneros Rafael、Benallegue Mehdi、Benallegue Abdelaziz、Morisawa Mitsuharu、Audren Herve、Gergondet Pierre、Escande Adrien、Kheddar Abderrahmane、Kanehiro Fumio
    • Journal Title

      Proc.. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

      Volume: 1 Pages: 7472-7479

    • DOI

      10.1109/iros.2018.8593417

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multicontact Interaction Force Sensing From Whole-Body Motion Capture2018

    • Author(s)
      Pham Tu-Hoa、Caron Stephane、Kheddar Abderrahmane
    • Journal Title

      IEEE Transactions on Industrial Informatics

      Volume: 14 Issue: 6 Pages: 2343-2352

    • DOI

      10.1109/tii.2017.2760912

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A circuit-breaker use-case operated by a humanoid in aircraft manufacturing2017

    • Author(s)
      Bolotnikova Anastasia、Chappellet Kevin、Paolillo Antonio、Escande Adrien、Anbarjafari Gholamreza、Suarez-Roos Adolfo、Rabate Patrice、Kheddar Abderrahmane
    • Journal Title

      Proc. of IEEE International Conference on Automation Science and Engineering

      Volume: 1 Pages: 15-22

    • DOI

      10.1109/coase.2017.8256069

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Model-predictive control in multi-contact based on stability polyhedrons2017

    • Author(s)
      Audren Herve、Kheddar Abderrahmane
    • Journal Title

      Proc. IEEE-RAS International Conference on Humanoid Robots

      Volume: 1 Pages: 631-636

    • DOI

      10.1109/humanoids.2017.8246938

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-contact motion retargeting from human to humanoid robot2016

    • Author(s)
      Di Fava Alessandro、Bouyarmane Karim、Chappellet Kevin、Ruffaldi Emanuele、Kheddar Abderrahmane
    • Journal Title

      Proc. IEEE-RAS International Conference on Humanoid Robots

      Volume: 1 Pages: 1081-1086

    • DOI

      10.1109/humanoids.2016.7803405

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Whole-body contact force sensing from motion capture2016

    • Author(s)
      Pham Tu-Hoa、Bufort Adrien、Caron Stephane、Kheddar Abderrahmane
    • Journal Title

      Proc. IEEE/SICE International Symposium on System Integration

      Volume: 1 Pages: 58-63

    • DOI

      10.1109/sii.2016.7843975

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stability polygons reshaping and morphing for smooth multi-contact transitions and force control of humanoid robots2016

    • Author(s)
      Audren Herve、Kheddar Abderrahmane、Gergondet Pierre
    • Journal Title

      Proc. IEEE-RAS International Conference on Humanoid Robots

      Volume: 1 Pages: 1037-1044

    • DOI

      10.1109/humanoids.2016.7803399

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Closed-loop RGB-D SLAM multi-contact control for humanoid robots2016

    • Author(s)
      Tanguy Amaud、Gergondet Pierre、Comport Andrew I.、Kheddar Abderrahmane
    • Journal Title

      Proc. IEEE/SICE International Symposium on System Integration

      Volume: 1 Pages: 51-57

    • DOI

      10.1109/sii.2016.7843974

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Book] Humanoid Robotics: A Reference2018

    • Author(s)
      Ambarish Goswami, Prahlad Vadakkepat, eds.
    • Total Pages
      2699
    • Publisher
      Springer Nature
    • Related Report
      2018 Annual Research Report
  • [Book] ロボット制御学ハンドブック2017

    • Author(s)
      松野 文俊、大須賀 公一、松原 仁、野田 五十樹、稲見 昌彦
    • Total Pages
      1024
    • Publisher
      近代科学社
    • ISBN
      9784764904736
    • Related Report
      2017 Annual Research Report 2016 Annual Research Report

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Published: 2016-04-21   Modified: 2020-03-30  

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