• DocumentCode
    1228055
  • Title

    Robust H_{\\infty } Filtering for Switched Stochastic System With Missing Measurements

  • Author

    Zhang, Hao ; Chen, Qijun ; Yan, Huaicheng ; Liu, Junhao

  • Author_Institution
    Dept. of Control Sci. & Eng., Tongji Univ., Shanghai, China
  • Volume
    57
  • Issue
    9
  • fYear
    2009
  • Firstpage
    3466
  • Lastpage
    3474
  • Abstract
    This paper considers the design of robust H infin filtering problem for switched stochastic discrete time-delay system with missing measurements via switched Lyapunov function approach. Attention is focused on the design of an exponentially stable filter guaranteeing a prescribed noise attenuation level in the H infin sense and missing measurements probability. By using switched Lyapunov functionals, some sufficient conditions in terms of linear matrix inequalities (LMIs) are obtained. Finally, a numerical example is provided to demonstrate the effectiveness and applicability of the proposed design approach.
  • Keywords
    Lyapunov methods; control system synthesis; delays; discrete time systems; linear matrix inequalities; robust control; stochastic systems; exponential stability filter design; linear matrix inequalities; missing measurements; noise attenuation level; robust Hinfin filtering; switched Lyapunov functionals; switched stochastic discrete time-delay system; $H_{infty}$ filtering; Discrete-time switched system; linear matrix inequalities (LMIs); missing measurements; stochastic system; switched Lyapunov functional;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2009.2020376
  • Filename
    4811967