Identification of nonlinear systems by Hermite series approach

We identify nonlinear dynamic systems of Hammerstein and Wiener type by nonparametric approach. We study convergence and rates of identification algorithms and validate their performance in simulation studies. We identify block-oriented systems by the algorithms based on the Hermite series expansion.