Title :
The Almost Sure Asymptotic Stability and
th Moment Asymptotic Stability of Nonlinear Stochastic Differential Systems With Polynomial Growth
Author :
Liu, Lei ; Shen, Yi ; Jiang, Feng
Author_Institution :
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This note is concerned with the asymptotic stability analysis for nonlinear stochastic differential systems (SDSs). The systems coefficients are assumed to satisfy local Lipschitz condition and polynomial growth condition. By applying some novel techniques, some easily verifiable conditions are obtained which ensure the almost sure asymptotic stability and pth moment asymptotic stability for such SDSs. We also provide the range of the order p. A numerical example is provided to illustrate the effectiveness and the benefits of the proposed result.
Keywords :
asymptotic stability; nonlinear control systems; polynomials; stochastic systems; SDS; almost sure asymptotic stability; asymptotic stability analysis; easily verifiable conditions; local Lipschitz condition; nonlinear stochastic differential systems; polynomial growth condition; pth moment asymptotic stability; Asymptotic stability; Numerical stability; Polynomials; Random variables; Stability criteria; Switches; $p$ th moment asymptotic stability; Almost sure asymptotic stability; Brownian motion; Itô\´s formula; polynomial growth; stochastic differential system (SDS);
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2011.2146970