Stochastic Averaging on Infinite Time Interval for a Class of Nonlinear Systems with Stochastic Perturbation

被引:0
|
作者
Liu, Shu-Jun [1 ]
Krstic, Miroslav [2 ]
机构
[1] Southeast Univ, Dept Math, Nanjing, Jiangsu, Peoples R China
[2] Univ Calif, Dept Mech & Aerosp Engn, San Diego, CA USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
D O I
10.1109/CDC.2009.5400759
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:1581 / 1586
页数:6
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