• DocumentCode
    114806
  • Title

    A Krasovskii-LaSalle function based recurrence principle for a class of stochastic hybrid systems

  • Author

    Subbaraman, A. ; Teel, A.R.

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of California, Santa Barbara, Santa Barbara, CA, USA
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    2310
  • Lastpage
    2315
  • Abstract
    We characterize the sets to which bounded random solutions generated by a class of stochastic hybrid systems converge under the existence of a Lyapunov-like function that is non-increasing almost surely during flows and on average during jumps. In particular, we establish that we get almost sure convergence to the largest weakly totally recurrent in probability set that is contained in a level set of this function. We also apply this result to establish weak sufficient conditions for uniform global asymptotic stability in probability of compact sets and uniform global recurrence of open, bounded sets for a class of stochastic hybrid systems.
  • Keywords
    asymptotic stability; continuous systems; discrete systems; probability; set theory; stochastic systems; Krasovskii-LaSalle function; Lyapunov-like function; bounded random solutions; bounded set; compact sets; open set; probability set; recurrence principle; stochastic hybrid systems converge; uniform global asymptotic stability; uniform global recurrence; Asymptotic stability; Convergence; Level set; Lyapunov methods; Random variables; Stability analysis; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    978-1-4799-7746-8
  • Type

    conf

  • DOI
    10.1109/CDC.2014.7039740
  • Filename
    7039740