Identification of a Class of Nonlinear Systems Using Nonparametric Statistics
应用非参数统计理论辨识一类非线性系统

In this paper, using nonparametric Statistics an open-loop identification algorithm for the linear dynamics with input nonlinearity is proposed in the case of the nonlinearity's structure being known a priori. Theoretical analysis results for the proposed algorithm are given. The concrete forms of the algorithm for typical systems are presented and the simulation results are given.