A New Nonlinear System Modeling and Identification Method Based on Modal Series

This paper provides a novel modelling approach to nonlinear systems. This model is based on modal series model of nonlinear systems and it is very beneficial for nonlinear system identification since it introduces a linear and several Hammerstein subsystems for the main nonlinear system. So identification problem of a nonlinear system reduces to identification of a linear subsystem and several Hammerstein subsystems which all have the same linear block and the structure of their nonlinear blocks are distinct. In order to identify the proposed model, an algorithm based on linear subspace identification methods has been proposed. Simulations are used to evaluate the results of what argued in this paper.

کلیدواژه ها:

Nonlinear System ، Modelling ، Identification ، Modal Series