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Robust predictive control for mobile robots in uncertain environments

Research Project

Project/Area Number 20760275
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Control engineering
Research InstitutionThe University of Electro-Communications

Principal Investigator

FUKUSHIMA Hiroaki  The University of Electro-Communications, 大学院・工学研究科, 講師 (40377015)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2008: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords予測制御 / 協調制御 / ロバスト制御 / 恊調制御 / 複数移動ロボット / 先頭追従制御 / 多連結ロボット
Research Abstract

First, a new trajectory generation method based on model predictive control (MPC) has been proposed to prevent the collisions in time intervals between prediction time steps. This method has been extended to the multi-vehicle formation control based on MPC. We have also proposed an algorithm to decrease sub-problems generated to solve mixed integer problems for MPC based collision avoidance, which allows us to decrease the computation time for MPC at each sampling time. Furthermore, we have focused on a problem of most existing formation control method i.e. difficulty of determining the target position of each vehicle when the number of the vehicles is large, and have proposed a new formation method based on the abstraction of formation pattern. More precisely, we have introduced the abstraction variables which represent the position, orientation and shape of the formation, and proposed a method to control the shape of the formation automatically so as to move along the target path while keeping the width of the formation given by operators. We have also proposed a path tracking control method for snake-like robot which gives the basis of the proposed formation control method. The effectiveness of these methods has been demonstrated by simulations and experiments.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (11 results)

All 2011 2010 2009 2008

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (3 results)

  • [Journal Article] 予測時刻間の衝突回避を考慮した複数移動体のモデル予測編隊制御2010

    • Author(s)
      根和幸, 福島宏明, 松野文俊
    • Journal Title

      計測自動制御学会論文集 46巻

      Pages: 383-390

    • NAID

      10026797759

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] ねじ推進ヘビ型ロボットの先頭追従制御2010

    • Author(s)
      福島宏明, 田中基康, 亀川哲志, 松野文俊
    • Journal Title

      日本ロボット学会誌 28巻

      Pages: 707-714

    • NAID

      10026495963

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 予測時刻間の衝突回避を考慮した複数移動体のモデル予測編隊制御2010

    • Author(s)
      根和幸, 福島宏明, 松野文俊
    • Journal Title

      計測自動制御学会論文集

      Volume: 46 Pages: 383-390

    • NAID

      10026797759

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ねじ推進ヘビ型ロボットの先頭追従制御2010

    • Author(s)
      福島宏明, 田中基康, 亀川哲志, 松野文俊
    • Journal Title

      日本ロボット学会誌

      Volume: 28 Pages: 707-714

    • NAID

      10026495963

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 予測時刻間の障害物回避を考慮したモデル予測制御に基づく軌道計画法2009

    • Author(s)
      根和幸, 福島宏明, 松野文俊
    • Journal Title

      計測自動制御学会論文集 45巻

      Pages: 406-413

    • NAID

      10025090409

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 予測時刻問の障害物回避を考慮したモデル予測制御に基づく軌道計画法2009

    • Author(s)
      根和幸, 福島宏明, 松野文俊
    • Journal Title

      計測自動制御学会論文集 45

      Pages: 406-413

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Trajectory Generation based on Model Predictive Control with Obstacle Avoidance between Prediction Time Steps2009

    • Author(s)
      Kazuyuki Kon, Hiroaki Fukushima, Fumitoshi Matsuno
    • Journal Title

      Proc. IFAC Symposium on Robot Control 1

      Pages: 663-669

    • NAID

      10025090409

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Path-Tracking Control of a Snake-like Robot using Screw Drive Mechanism2008

    • Author(s)
      H. Fukushima, M. Tanaka, T. Kamegawa and F. Matsuno
    • Journal Title

      Proc. of 2008 IEEE/RSJ International Conferenceon Intelligent Robots and Systems

      Pages: 1624-1629

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Tetsushi Kamegawa and Fumitoshi Matsuno, Path-Tracking Control of a Snake-likeRobot using Screw Drive Mechanism2011

    • Author(s)
      Hiroaki Fukushima, Motoyasu Tanaka
    • Organizer
      IEEE/RSJ International Conference on Intelligent Robots and Systems
    • Place of Presentation
      Nice, France
    • Year and Date
      2011-09-24
    • Related Report
      2010 Final Research Report
  • [Presentation] Trajectory Generation based on Model Predictive Control with Obstacle Avoidance between Prediction Time Steps2011

    • Author(s)
      Kazuyuki Kon, Hiroaki Fukushima, Fumitoshi Matsuno
    • Organizer
      IFAC Symposium on Robot Control
    • Place of Presentation
      Gifu, Japan
    • Year and Date
      2011-09-11
    • Related Report
      2010 Final Research Report
  • [Presentation] 速度履歴に基づくねじ推進ヘビ型ロボットの先頭追従制御2010

    • Author(s)
      有泉亮, 福島宏明, 松野文俊
    • Organizer
      第28回日本ロボット学会学術講演会
    • Place of Presentation
      名古屋
    • Year and Date
      2010-09-23
    • Related Report
      2010 Annual Research Report 2010 Final Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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