Adaptive dynamic surface control for a class of high-order stochastic nonlinear systems

This paper concerned the output tracking problem for a class of high-order stochastic nonlinear systems.Based on the backstepping control by adding a power integrator,an adaptive smooth state-feedback dynamic surface controller was proposed.The derivative of the designed adaption law was continuous by making use of the Sigmoid function."Explosion of complexity" phenomenon in the adding a power integrator method design was eliminated by introducing a filter at each step of the recursive procedure and employing the dynamic surface control.The stability analysis was carried out by choosing an appropriate conol Lyapunov function.And its results show that the output can be regulated to the small neighborhood of the reference signal in probability.The results of a simulation example demonstrate the effectiveness of the proposed adaptive smooth state-feedback dynamic surface controller.