• DocumentCode
    3483490
  • Title

    Stochastic H2 optimal control of discrete-time Markov jump systems with periodic coefficients

  • Author

    Hongji Ma ; Yingmin Jia ; Junping Du ; Fashan Yu

  • Author_Institution
    Dept. of Syst. & Control, Beihang Univ. (BUAA), Beijing, China
  • fYear
    2012
  • fDate
    27-29 June 2012
  • Firstpage
    1640
  • Lastpage
    1645
  • Abstract
    In this paper, the H2 optimal state-feedback control problem is investigated for discrete-time Markov jump systems subject to periodic coefficients and multiplicative noise. First of all, an exhaustive analysis is pursued to set up an H2 performance criterion (H2 norm), which can be characterized by the periodic solutions of two generalized Lyapunov equations. Based on the obtained H2 norm, the H2 optimal state-feedback controller is designed in terms of the stabilizing solution of a discrete-time generalized Riccati equation with periodic coefficients. Moreover, this stabilizing solution can be computed efficiently by the available iterative algorithm.
  • Keywords
    H2 control; Lyapunov methods; Markov processes; Riccati equations; discrete time systems; state feedback; H2 norm; H2 optimal state-feedback control problem; H2 performance criterion; discrete-time Markov jump systems; discrete-time generalized Riccati equation; generalized Lyapunov equations; iterative algorithm; multiplicative noise; periodic coefficients; stabilizing solution; stochastic H2 optimal control; Educational institutions; Markov processes; Noise; Optimal control; Riccati equations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2012
  • Conference_Location
    Montreal, QC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-1095-7
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2012.6315462
  • Filename
    6315462