• DocumentCode
    51721
  • Title

    Stabilization of Singular Markovian Jump Systems With Generally Uncertain Transition Rates

  • Author

    Yonggui Kao ; Jing Xie ; Changhong Wang

  • Author_Institution
    Dept. of Control Sci. & Eng., Harbin Inst. of Technolog, Harbin, China
  • Volume
    59
  • Issue
    9
  • fYear
    2014
  • fDate
    Sept. 2014
  • Firstpage
    2604
  • Lastpage
    2610
  • Abstract
    This note is devoted to investigating the stability and stabilization problems for continuous-time singular Markovian jump systems (SMJSs) with generally uncertain transition rates (GUTRs). In this GUTR singular model, each transition rate can be completely unknown or only its estimate value is known. In terms of a set of coupled linear matrix inequalities (LMIs), a sufficient condition is established to ensure the systems to be regular, impulse-free and stochastically stable. Moreover, the corresponding sufficient condition on the existence of a mode-dependent state-feedback controller is derived to guarantee the closed-loop systems stochastically admissible by applying the LMI technique. Finally, a numerical example is presented to illustrate the effectiveness and efficiency of the proposed method.
  • Keywords
    Markov processes; closed loop systems; continuous time systems; linear matrix inequalities; stability; state feedback; stochastic systems; uncertain systems; GUTR singular model; LMI technique; SMJS; closed-loop systems; continuous-time singular Markovian jump systems; coupled linear matrix inequalities; generally uncertain transition rates; impulse-free systems; mode-dependent state-feedback controller; regular systems; singular Markovian jump system stabilization; stability problems; stabilization problems; stochastically stable systems; sufficient condition; Closed loop systems; Linear matrix inequalities; Numerical stability; Stability criteria; Stochastic processes; Symmetric matrices; Generally uncertain transition rate (TR); singular Markovian jump system (MJS); stochastic admissibility; stochastic stability;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2014.2313756
  • Filename
    6778086