• DocumentCode
    574826
  • Title

    On the stability of weakly observable Markov jump linear systems with bounded long run average cost

  • Author

    Barbosa, B.G. ; Costa, Eduardo F.

  • Author_Institution
    Depto. de Mat. Aplic. e Estatistica, Univ. de Sao Paulo, So Carlos, Brazil
  • fYear
    2012
  • fDate
    27-29 June 2012
  • Firstpage
    5961
  • Lastpage
    5965
  • Abstract
    In this paper we consider Markov jump linear systems with additive noise and the notion of weak observability, and we explore the relation between the long run average cost and the conditional second moment of the state. We show for observable systems that bounded long run average cost is a necessary and sufficient condition for the second moment of the state to be bounded. Under the same hypothesis, we show that the spectral radius of the operator associated with the conditional second moment is lesser than one. Numerical examples are included to illustrate the results.
  • Keywords
    AWGN; Markov processes; observability; stability; additive noise; bounded long run average cost; necessary and sufficient condition; observable systems; operator spectral radius; state conditional second moment; weakly observable Markov jump linear systems stability; Additive noise; Asymptotic stability; Linear systems; Markov processes; Numerical stability; Observability; Stability analysis;
  • 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.2012.6315499
  • Filename
    6315499