NN-based backstepping control for strict-feedback block nonlinear system

Radial-Basis-Function (RBF) NNs are used to identify the nonlinear parametric uncertainties of the system. Considering the known information, neural network and robust control are used to deal with the possible singularities of the controller. All the signals of the closed-loop system are uniform and ultimately bounded.