• DocumentCode
    4920
  • Title

    Sampled-Data Synchronization of Chaotic Lur´e Systems With Time Delays

  • Author

    Zheng-Guang Wu ; Peng Shi ; Hongye Su ; Jian Chu

  • Author_Institution
    Nat. Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
  • Volume
    24
  • Issue
    3
  • fYear
    2013
  • fDate
    Mar-13
  • Firstpage
    410
  • Lastpage
    421
  • Abstract
    This paper studies the problem of sampled-data control for master-slave synchronization schemes that consist of identical chaotic Lur´e systems with time delays. It is assumed that the sampling periods are arbitrarily varying but bounded. In order to take full advantage of the available information about the actual sampling pattern, a novel Lyapunov functional is proposed, which is positive definite at sampling times but not necessarily positive definite inside the sampling intervals. Based on the Lyapunov functional, an exponential synchronization criterion is derived by analyzing the corresponding synchronization error systems. The desired sampled-data controller is designed by a linear matrix inequality approach. The effectiveness and reduced conservatism of the developed results are demonstrated by the numerical simulations of Chua´s circuit and neural network.
  • Keywords
    Lyapunov methods; chaos; delays; linear matrix inequalities; neurocontrollers; nonlinear control systems; sampled data systems; sampling methods; synchronisation; Chua circuit; Lyapunov functional; chaotic Lur´e systems; exponential synchronization cri- terion; linear matrix inequality approach; master-slave synchronization schemes; neural network; sampled-data controller; sampled-data synchronization; sampling periods; time delays; Chaos; Delay; Delay effects; Linear matrix inequalities; Neural networks; Symmetric matrices; Synchronization; Chaotic systems; Lur´e systems; exponential synchronization; neural networks; sampled-data control;
  • fLanguage
    English
  • Journal_Title
    Neural Networks and Learning Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2162-237X
  • Type

    jour

  • DOI
    10.1109/TNNLS.2012.2236356
  • Filename
    6408292