• DocumentCode
    3116043
  • Title

    The CMAC tuning effects to improve the H∞ control performance

  • Author

    Tao, Ted ; Su, Shun-Feng

  • Author_Institution
    Dept. of Electr. Eng., Technol. & Sci. Inst. of Northern Taiwan, Taipei
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    2331
  • Lastpage
    2336
  • Abstract
    The CMAC tuning effects to improve the Hinfin control performance is proposed in this paper. The Hinfin norm is utilized for evaluating the supremum of the robust control variable such that it ensures the Lyapunov stability of the proposed control schemes. Under the Lyapunov stable criterion, we apply the novel pre-step CMAC online tuning scheme for tuning the control variable in order to improve the system output performance. Two kinds control schemes are employed to simulate and discuss in this paper: the supervisory robust control and the pre-step CMAC robust control schemes. Finally, simulation results demonstrate that the pre-step CMAC robust tuning control schemes can efficiently save control power and decrease control error, which make the system output follow the control command quickly and accurately.
  • Keywords
    Hinfin control; Lyapunov methods; cerebellar model arithmetic computers; robust control; stability; CMAC online tuning scheme; Hinfin control performance; Lyapunov stability; cerebellar model articulation controller; robust control; Bicycles; Control systems; Electric variables control; Error correction; Fuzzy control; Lyapunov method; Robust control; Robust stability; Robustness; Uncertainty; CMAC; Fuzzy Control; Lyapunov Stability; Robust Control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
  • Conference_Location
    Singapore
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2383-5
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2008.4811641
  • Filename
    4811641