• DocumentCode
    2304146
  • Title

    Design of polar-space kinematic controller based on ant colony optimization computing method for omnidirectional mobile robots

  • Author

    Huang, Hsu-Chih ; Tsai, Ching-Chih

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., HungKuang Univ., Taichung, Taiwan
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a polar-space optimal kinematic controller design based on ant colony optimization (ACO) computing method for omnidirectional mobile robots with three independent driving wheels equally spaced at 120 degrees from one another. The optimal control parameters are obtained by minimizing the performance index using the proposed ACO computing method. These optimal parameters are used in the ACO-based polar-space kinematic controller to obtain better performance for omnidirectional mobile robots to achieve both trajectory tracking and stabilization. Simulation results are conducted to show the effectiveness and merit of the proposed ACO-based polar-space kinematic controller for omnidirectional mobile robots.
  • Keywords
    control system synthesis; mobile robots; optimal control; optimisation; robot kinematics; stability; ant colony optimization computing method; omnidirectional mobile robots; performance index; polar-space optimal kinematic controller design; stabilization; trajectory tracking; Aerospace electronics; Kinematics; Mobile robots; Robot kinematics; Simulation; Trajectory; ACO; kinematic; mobile robot; optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-6919-2
  • Type

    conf

  • DOI
    10.1109/FUZZY.2010.5584144
  • Filename
    5584144