• DocumentCode
    1744149
  • Title

    On the detectability and observability of discrete-time Markov jump linear systems

  • Author

    Costa, Eduardo E. ; Val, João B R do

  • Author_Institution
    Dept. de Telematica, UNICAMP, Campinas, Brazil
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    2355
  • Abstract
    Presents a detectability concept for discrete time Markov jump linear systems with finite Markov state, which generalizes the MS-detectability concept found in the literature. The new sense of detectability can similarly assure that the solution of the coupled algebraic Riccati equation associated to the quadratic control problem is a stabilizing solution. In addition, the paper introduces a related observability concept which also generalizes previous concepts. Tests for detectability or observability are derived from the corresponding definitions, that can be performed in a finite number of steps. An illustrative example is included to show that a system may be detectable in the new sense but not in the MS sense
  • Keywords
    Markov processes; discrete time systems; linear quadratic control; linear systems; observability; stochastic systems; coupled algebraic Riccati equation; detectability; discrete-time Markov jump linear systems; finite Markov state; quadratic control problem; stabilizing solution; Artificial intelligence; Control systems; Infinite horizon; Linear systems; Observability; Riccati equations; Stability; State-space methods; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
  • Conference_Location
    Sydney, NSW
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-6638-7
  • Type

    conf

  • DOI
    10.1109/CDC.2000.914151
  • Filename
    914151