DocumentCode
2188421
Title
Identification of nonlinear systems by Hermite series approach
Author
Krzyak, A. ; Sasiadek, Jerzy Z. ; Kegl, Balazs
Author_Institution
Dept. of Comput. Sci., Concordia Univ., Montreal, Que., Canada
Volume
3
fYear
2001
fDate
2001
Firstpage
2143
Abstract
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
Keywords
asymptotic stability; identification; nonlinear dynamical systems; probability; series (mathematics); Hammerstein Wiener system; Hermite series; asymptotic stability; block-oriented system; identification; nonlinear dynamic systems; probability; Aerodynamics; Computational modeling; Computer science; Convergence; Ear; Fourier series; Kernel; Nonlinear dynamical systems; Nonlinear systems; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location
Orlando, FL
Print_ISBN
0-7803-7061-9
Type
conf
DOI
10.1109/.2001.980570
Filename
980570
Link To Document