• DocumentCode
    3315563
  • Title

    Stochastic averaging on infinite time interval for a class of nonlinear systems with stochastic perturbation

  • Author

    Liu, Shu-Jun ; Krstic, Miroslav

  • Author_Institution
    Dept. of Math., Southeast Univ., Nanjing, China
  • fYear
    2009
  • fDate
    15-18 Dec. 2009
  • Firstpage
    1581
  • Lastpage
    1586
  • Abstract
    We investigate stochastic averaging on infinite time interval for a class of continuous-time nonlinear systems with stochastic perturbation and remove several restrictions present in existing results: global Lipschitzness of the nonlinear vector field, equilibrium preservation under the stochastic perturbation, and compactness of the state space of the perturbation process. If an equilibrium of the average system is exponentially stable, we show that the original system is exponentially practically stable in probability. If, in addition, the original system has the same equilibrium as the average system, then the equilibrium of the original system is locally asymptotically stable in probability. These results extend the deterministic general averaging to the stochastic case.
  • Keywords
    asymptotic stability; continuous time systems; nonlinear control systems; perturbation techniques; stochastic processes; asymptotic stability; continuous-time nonlinear systems; equilibrium preservation; global Lipschitzness; infinite time interval; nonlinear systems; nonlinear vector field; perturbation process; stochastic averaging; stochastic perturbation; Aerodynamics; Convergence; Mathematics; Nonlinear systems; Stability; State-space methods; Stochastic processes; Stochastic resonance; Stochastic systems; Wideband;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
  • Conference_Location
    Shanghai
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-3871-6
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2009.5400759
  • Filename
    5400759