• DocumentCode
    2666024
  • Title

    Design and stability analysis of nonlinear networked control systems with random delay based on Neural Network

  • Author

    Chai, Runqi ; Dong, Lijing ; Zhang, Baihai

  • Author_Institution
    Coll. of Sci., North China Univ. of Technol., Beijing, China
  • fYear
    2012
  • fDate
    23-25 May 2012
  • Firstpage
    523
  • Lastpage
    528
  • Abstract
    Design and stability analysis of nonlinear networked control system with random network delay in both feedback and forward channels are concerned in this paper. A new control strategy, which consists of control prediction generator and time delay compensator, was developed to compensate for the time delay in an active way. Neural Network (NN) was employed to generate predictive state vector, then through the controller, predictive control vector can be achieved. To illustrate the performance of the proposed scheme for uncertain nonlinear system, numerical simulations are carried out. The results show the feasibility and efficiency of the control strategy.
  • Keywords
    control system synthesis; delays; distributed control; multivariable control systems; networked control systems; neurocontrollers; nonlinear control systems; numerical analysis; stability; design analysis; feedback channels; forward channels; neural network; nonlinear networked control systems; numerical simulations; prediction generator control; random network delay; stability analysis; time delay compensator; Delay; Delay effects; Networked control systems; Neural networks; Nonlinear systems; Predictive control; Trajectory; Nonlinear Networked Control System (NNCS); predictive control and Neural Network (NN);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2012 24th Chinese
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4577-2073-4
  • Type

    conf

  • DOI
    10.1109/CCDC.2012.6244079
  • Filename
    6244079