• DocumentCode
    1898918
  • Title

    A hybrid adaptive fuzzy approach for the control of cooperative manipulators

  • Author

    Gueaieb, Wail ; Karray, Fakhri ; Al-Sharhan, Salah ; Basir, Otman

  • Author_Institution
    Dept. of Syst. Design Eng., Waterloo Univ., Ont., Canada
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    2153
  • Abstract
    We examine in this article the complex problem of simultaneous position and internal force control in multiple cooperative manipulator systems. This is done in the presence of unwanted parametric and modeling uncertainties as well as external disturbances. A decentralized adaptive hybrid intelligent control scheme is proposed here. The controller makes use of a multi-input multi-output fuzzy logic engine and a systematic online adaptation mechanism. Unlike conventional adaptive controllers, the proposed one does not require a precise model of the system´s dynamics. The performance of the proposed controller is compared to that of a well known conventional adaptive controller.
  • Keywords
    MIMO systems; adaptive control; cooperative systems; decentralised control; force control; fuzzy control; intelligent control; manipulator dynamics; multi-robot systems; position control; Adaptive Control; MIMO systems; cooperative manipulators; decentralized control; force control; fuzzy control; fuzzy logic; intelligent control; multiple manipulators; position control; Adaptive control; Control systems; Force control; Fuzzy control; Fuzzy logic; Manipulator dynamics; Programmable control; Robots; Robust control; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on
  • Print_ISBN
    0-7803-7272-7
  • Type

    conf

  • DOI
    10.1109/ROBOT.2002.1014858
  • Filename
    1014858