• DocumentCode
    404266
  • Title

    Delay-dependent robust Kalman filtering for interval systems with time delay

  • Author

    Lu, Chien-Yu ; Tsai, Jason Sheng-Hong ; Su, Te-Jen ; Jong, Gwo-Jia

  • Author_Institution
    Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • Volume
    6
  • fYear
    2003
  • fDate
    9-12 Dec. 2003
  • Firstpage
    6545
  • Abstract
    This paper studies the problem of Kalman filtering for a class of linear continuous-time interval systems with delay dependent conditions. By employing a Lyapunov-Krasovskii functional approach, it is proven that the dynamics of the estimation error is stochastically exponentially stable in the mean square. Sufficient conditions are proposed to guarantee the existence of the desired robust Kalman filters by solving linear matrix inequality which is delay-dependent. A numerical example is worked out to illustrate the validness of the theoretical results.
  • Keywords
    Kalman filters; Lyapunov methods; asymptotic stability; continuous time systems; delays; linear matrix inequalities; linear systems; mean square error methods; state estimation; Kalman filtering; Lyapunov-Krasovskii functional approach; delay dependent condition; estimation error; interval systems; linear continuous-time systems; linear matrix inequality; mean square error; robust Kalman filters; state estimation; stochastic exponential stability; time delay; Delay effects; Delay estimation; Filtering; Kalman filters; Linear matrix inequalities; Linear systems; Nonlinear filters; Robustness; State estimation; Symmetric matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-7924-1
  • Type

    conf

  • DOI
    10.1109/CDC.2003.1272412
  • Filename
    1272412