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Control of a Group of Mobile Robots Based on Formation Abstraction and Decentralized Locational Optimization

Research Project

Project/Area Number 24560546
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering
Research InstitutionKyoto University

Principal Investigator

FUKUSHIMA Hiroaki  京都大学, 工学(系)研究科(研究院), 講師 (40377015)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2013: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsロボット群の制御 / 制御工学 / 複数ロボットの制御
Outline of Final Research Achievements

We proposed a method of controlling a group of mobile robots based on formation abstraction. The shape of a formation is represented by a deformable polygon to go through narrow spaces without colliding with obstacles. If the trajectory of the front end point, the formation automatically reshapes itself to fit the area through which the front part of the group has already safely passed. Further, the robots continuously try to optimize their positions to decrease the risk of collisions by integrating a decentralized locational optimization algorithm into the formation control. We showed that the objective function does not decrease for fixed and nonconvex polygonal formation shapes if the zero-order hold control is applied for a sufficiently short sampling period. We also analyzed the influence of the locational optimization algorithm on the objective function in the case of variable formations. The effectiveness of the proposed method was demonstrated in simulations and experiments.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (6 results)

All 2014 2013 2012

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Acknowledgement Compliant: 1 results) Presentation (1 results)

  • [Journal Article] Control of a Group of Mobile Robots Based on Formation Abstraction and Decentralized Locational Optimization2014

    • Author(s)
      K. Yoshida, H. Fukushima, K. Kon, F. Matsuno
    • Journal Title

      IEEE Transactions on Robotics

      Volume: 30 Issue: 3 Pages: 550-565

    • DOI

      10.1109/tro.2013.2293836

    • Related Report
      2014 Annual Research Report 2013 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Model Predictive Formation Control Using Branch-and-Bound Compatible With Collision Avoidance Problems2013

    • Author(s)
      H. Fukushima, K. Kon, and F. Matsuno
    • Journal Title

      IEEE Transactions on Robotics

      Volume: Vol.29,No.5 Issue: 5 Pages: 1308-1317

    • DOI

      10.1109/tro.2013.2262751

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 近傍のロボットと障害物の識別を必要としない移動ロボット群の制御アルゴリズム2013

    • Author(s)
      坂井大斗,福島宏明,松野文俊
    • Journal Title

      計測自動制御学会論文集

      Volume: 49 Pages: 787-794

    • NAID

      10031193237

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 近傍のロボットと障害物の識別を必要としない移動ロボット群の制御2013

    • Author(s)
      坂井大斗,福島宏明,松野文俊
    • Journal Title

      計測自動制御学会論文集

      Volume: 49

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Model Predictive Formation Control Using Branch-and-Bound Compatible with Collision Avoidance Problems2013

    • Author(s)
      H. Fukushima, K. Kon, and F. Matsuno
    • Journal Title

      IEEE TRANSACTIONS ON ROBOTICS

      Volume: 作成中

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Model predictive based multi-vehicle formation control with collision avoidance and localization uncertainty2012

    • Author(s)
      K. Kon, S. Habasaki, H. Fukushima and F. Matsuno
    • Organizer
      IEEE/SICE International Symposium on System Integration
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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