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Adaptive robust control for stochastic nonlinear systems with matched conditions

We consider a class of stochastic nonlinear uncertain system containing uncertainty which satisfies matched conditions. Its zero state is asymptotically stable. Based on the bound information of these uncertainties, the adaptive robust controller is proposed in order to guarantee that the responses of the closed-loop systems are globally bounded in probability. A numerical example is given to illustrate the effectiveness of the proposed method.