• DocumentCode
    2717857
  • Title

    Discrete-time neural control without projection for a class of nonlinear systems

  • Author

    Yu, Wen ; Li, XiaoOu

  • Author_Institution
    Dept. de Control Automatico, CINVESTAV-IPN, Mexico City, Mexico
  • fYear
    2010
  • fDate
    8-10 Sept. 2010
  • Firstpage
    1504
  • Lastpage
    1508
  • Abstract
    Normal neural control requires projection to avoid control input goes to infinity. In this paper we use discrete-time passivity technique to obtain a new controller, which does not use projection modification. Although passivity concept has been applied to neural control previously by many authors, but this paper gives an absolutely new control. Because of its simple structure, this neural control will have wide application future.
  • Keywords
    discrete time systems; neurocontrollers; nonlinear control systems; discrete time neural control; discrete time passivity technique; neural control; nonlinear systems; projection modification; Artificial neural networks; Nonhomogeneous media; Nonlinear systems; Recurrent neural networks; Robustness; Stability analysis; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control (ISIC), 2010 IEEE International Symposium on
  • Conference_Location
    Yokohama
  • ISSN
    2158-9860
  • Print_ISBN
    978-1-4244-5360-3
  • Electronic_ISBN
    2158-9860
  • Type

    conf

  • DOI
    10.1109/ISIC.2010.5612900
  • Filename
    5612900