• DocumentCode
    446084
  • Title

    Robust output tracking CMAC control: the T-S fuzzy model-based approach

  • Author

    Chiu, Chian-Song ; Chiang, Tung-sheng

  • Author_Institution
    Dept. of Electron. Eng., Chien-Kuo Technol. Univ., Changhua, Taiwan
  • Volume
    4
  • fYear
    2005
  • fDate
    July 31 2005-Aug. 4 2005
  • Firstpage
    2290
  • Abstract
    This paper proposes a robust T-S FCMAC controller for general uncertain T-S fuzzy systems. Combining the T-S fuzzy PDC concept and the FCMAC compensation, the overall control scheme guarantees the asymptotic output tracking and all bounded internal states. Moreover, the proposed T-S FCMAC control scheme has an easy implementation structure, i.e., the smaller number of nodes of the CMAC network is used. Finally, the simulations show the expected performances.
  • Keywords
    cerebellar model arithmetic computers; fuzzy control; neurocontrollers; robust control; uncertain systems; CMAC control; asymptotic output tracking; robust output tracking; uncertain T-S fuzzy systems; Brain modeling; Control systems; Fuzzy control; Fuzzy systems; Mathematical model; Nonlinear control systems; Nonlinear systems; Robust control; Sliding mode control; Uncertain systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
  • Conference_Location
    Montreal, Que.
  • Print_ISBN
    0-7803-9048-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.2005.1556258
  • Filename
    1556258