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Cooperative and Distributed Model Model Predictive Control for Leg / Wheel Mobile Robots

Research Project

Project/Area Number 15K06155
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionTokyo City University

Principal Investigator

Nonaka Kenichiro  東京都市大学, 工学部, 教授 (30298012)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2017: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords最適制御 / 組込みシステム / 移動ロボット / モデル予測制御 / 分散制御 / テラメカニクス / 脚車輪型移動ロボット / ローバー / 制御工学
Outline of Final Research Achievements

Leg/wheel mobile robots are capable of fast and adaptive locomotion on rough and complex terrain. But their controller CPU is generally slow because of reliability and robustness.
In this study, we applied model predictive control (MPC) which is known as a real-time optimal control incorporating various constraints. To reduce its computational cost, we partitioned the robot model into soft-constrained legs and applied a tailored MPC. Through multibody dynamics simulator with terra mechanics for three dimensional model and several experiments for planar model, we showed that the proposed method is effective and its computation is fast enough comparing with the conventional methods.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (22 results)

All 2018 2017 2016 2015

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (21 results) (of which Int'l Joint Research: 16 results)

  • [Journal Article] Model predictive control for leg/wheel mobile robots using partitioned model2016

    • Author(s)
      萩森 夕紀, 野中 謙一郎, 関口 和真
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 82 Issue: 842 Pages: 16-00144-16-00144

    • DOI

      10.1299/transjsme.16-00144

    • NAID

      130005433165

    • ISSN
      2187-9761
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 脚車輪型移動ロボットのモデル予測制御に基づく荷重配分制御2018

    • Author(s)
      森廣祐士, 斉藤雅史, 高橋直樹, 野中謙一郎, 関口和真
    • Organizer
      第5回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 地面の凹凸に適合した脚車輪型移動ロボットのモデル予測脚配置制御2018

    • Author(s)
      高橋直樹, 野中謙一郎, 関口和真
    • Organizer
      第5回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 軟弱地盤上での車輪による土の締固めの影響を考慮した縦力配分制御2018

    • Author(s)
      吉川大樹, 小田貴嗣, 野中謙一郎, 関口和真
    • Organizer
      第5回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 観測精度の異なる地形情報を用いた惑星探査型ローバーのための階層型モデル予測制御2018

    • Author(s)
      斉藤雅史, 野中謙一郎, 関口和真
    • Organizer
      第5回計測自動制御学会制御部門マルチシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Optimal Path Planning utilizing Dissipation Function based on Terrain Elevation Map for Lunar Rovers2017

    • Author(s)
      Masafumi Saito, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      The 2017 Asian Control Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Numerical Verification of Model Predictive Control using Partitioned Model for Leg/Wheel Mobile Robots2017

    • Author(s)
      Naoki Shibata, Yuki Hagimori, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      SICE Annual Conference 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Model Predictive Posture Control considering Zero Moment Point for Three-Dimensional Motion of Leg/ Wheel Mobile Robot2017

    • Author(s)
      Yuji Morihiro, Masafumi Saito, Naoki Takahashi, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      SICE Annual Conference 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Modeling and Simulation of Wheel Driving Systems based on Terramechanics for Planetary Explanation Rover using Modelica2017

    • Author(s)
      Hiroki Yoshikawa, Takatsugu Oda, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      12th International Modelica Conference 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visual Feedback Control of a Vehicle based on MHE directly using Partial Marker Information2016

    • Author(s)
      Manami Takahashi, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      2016 IEEE/SICE International Symposium on System Integration
    • Place of Presentation
      Sapporo Convention Center (Hokkaido)
    • Year and Date
      2016-12-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Experimental Verification of Model Predictive Tracking and Steering Control for the Vehicle equipped with Coaxial Steering Mechanisms2016

    • Author(s)
      Masato Itoh, Kenichiro Nonaka and Kazuma Sekiguchi
    • Organizer
      2016 IEEE/SICE International Symposium on System Integration
    • Place of Presentation
      Sapporo Convention Center (Hokkaido)
    • Year and Date
      2016-12-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Model Predictive Tracking Control Considering Planetary Terrain for Exploration Rovers2016

    • Author(s)
      Masafumi Saito, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      SICE annual conference 2016
    • Place of Presentation
      Tsukuba International Congress Center (Ibaraki)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Hierarchical Model Predictive Tracking Control for Independent Four-Wheel Driving/Steering Vehicles with Coaxial Steering Mechanism2016

    • Author(s)
      Masato Itoh, Yuki Hagimori, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      13th International Conference on Motion and Vibration Control
    • Place of Presentation
      Southampton (UK)
    • Year and Date
      2016-07-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Model Predictive Control considering Reachable Range of Wheels for Leg / Wheel Mobile Robots2016

    • Author(s)
      Naito Suzuki, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      13th International Conference on Motion and Vibration Control
    • Place of Presentation
      Southampton (UK)
    • Year and Date
      2016-07-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Moving Horizon Estimation for Vehicle Robots using Partial Marker Information of Motion Capture System2016

    • Author(s)
      Manami Takahashi, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      13th International Conference on Motion and Vibration Control
    • Place of Presentation
      Southampton (UK)
    • Year and Date
      2016-07-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Modeling and simulation for leg-wheel mobile robots using Modelica2016

    • Author(s)
      Hiroki Yoshikawa, Takatsugu Oda, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      The first Japanese Modelica Conference 2016
    • Place of Presentation
      Embassy of Sweden (Tokyo)
    • Year and Date
      2016-04-23
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 関節角度の制限を考慮した脚車輪型移動ロボットの分割モデルによる予測制御2016

    • Author(s)
      萩森夕紀,野中謙一郎,関口和真
    • Organizer
      第3回 計測自動制御学会 制御部門マルチシンポジウム
    • Place of Presentation
      南山大学(名古屋)
    • Year and Date
      2016-03-07
    • Related Report
      2015 Research-status Report
  • [Presentation] Optimization of Wheel Position for the Leg/Wheel Robots using Model Predictive Control considering Supporting Area and Center of Gravity2015

    • Author(s)
      Yuji Yanagii, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      The 6th International Conference on Advanced Mechatronics (ICAM2016)
    • Place of Presentation
      早稲田大学(東京)
    • Year and Date
      2015-12-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Sequential Model Predictive Control for Leg/Wheel Mobile Robot using Single Leg Model2015

    • Author(s)
      Yuki Hagimori, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      2015 CACS International Automatic Control Conference
    • Place of Presentation
      Yilan, Taiwan
    • Year and Date
      2015-11-18
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Model Predictive Obstacle Avoidance Control with Passage Width Constraints for Leg/Wheel Robots2015

    • Author(s)
      Naito Suxuki, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      2015 IEEE Multi-Conference on Systems and Control
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2015-09-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Model Predictive Parking Control with On-line Path Generations and Multiple Switching Motions2015

    • Author(s)
      Kuniyuki Sakaeta, Takatsugu Oda, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      2015 IEEE Multi-Conference on Systems and Control
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2015-09-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Vehicle State Estimation by Moving Horizon Estimation Considering Occlusion and Outlier on 3D Static Cameras2015

    • Author(s)
      Manami Takahashi, Kenichiro Nonaka, Kazuma Sekiguchi
    • Organizer
      2015 IEEE Multi-Conference on Systems and Control
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2015-09-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2019-03-29  

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