• DocumentCode
    2464472
  • Title

    Quantized stabilization of Markov jump linear systems via state feedback

  • Author

    Xiao, Nan ; Xie, Lihua ; Fu, Minyue

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2009
  • fDate
    10-12 June 2009
  • Firstpage
    4020
  • Lastpage
    4025
  • Abstract
    This paper addresses the quantized stabilization problem for single-input Markov jump systems. Mode-dependent and mode-independent quadratic control Lyapunov functions based on the availability of mode information at controller/quantizer are considered for the quantized feedback. Similar to the linear time-invariant case, it is shown that a mode-dependent (respectively, mode-independent) logarithmic quantizer is optimal (coarsest) in the mean square quadratic stability (respectively, strongly mean square quadratic stability) sense for Markov jump systems. Moreover, the sector bound approach is shown to be nonconservative in investigating the corresponding quantized state feedback problem. Under an appropriate definition of quantization coarseness, we also present a method of optimal quantizer design in terms of linear matrix inequalities. Several examples including applications in networked control systems are given to demonstrate the results.
  • Keywords
    Markov processes; linear matrix inequalities; linear systems; stability; state feedback; time-varying systems; Markov jump linear systems; linear matrix inequalities; linear time-invariant case; mean square quadratic stability; mode-dependent quadratic control; mode-independent quadratic control; quantized stabilization; state feedback; Control systems; Eigenvalues and eigenfunctions; Linear feedback control systems; Linear matrix inequalities; Linear systems; Lyapunov method; Networked control systems; Quantization; Robust stability; State feedback;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2009. ACC '09.
  • Conference_Location
    St. Louis, MO
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-4523-3
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2009.5160106
  • Filename
    5160106