Identification of IIR nonlinear systems without structural infromation

Authors:	Bai Er-Wei, University of Iowa, United States Temo Robero, CNR, Italy Liu Yun, University of Iowa, United States
Topic:	1.1 Modelling, Identification & Signal Processing
Session:	Nonlinear System Identification - Kernel Methods
Keywords:	identification, nonlinear system, kernel method

Abstract

A Kernel method is proposed for identification of nonlinear system without prior structural infromation.Convergence results are obtained. Moreover, the method is tested on several real world applications andthe results are very promising.