Paper Title:
Research and Exploration of Volterra Series on Nonlinear System Identification and Modeling
  Abstract

With the development of analysis and identification way to nonlinear dynamic system, people uses many different method to build up mathematics model to simulate nonlinear dynamic system. This paper introduces some important nonlinear system identification ways and a kind of Volterra series expression type in detail. This kind of way adopts Hilbert reproducing kernel method to build up nonlinear dynamic system model. Hilbert space provides a kind of effective expression type for Fourier series and transfer based on anyorthogonal polynomial. Volterra series function has very strict theory basic, which can be applied into many nonlinear dynamic system analysis and identification filed, and has broad practicality and application prospect.

  Info
Periodical
Key Engineering Materials (Volumes 439-440)
Edited by
Yanwen Wu
Pages
584-589
DOI
10.4028/www.scientific.net/KEM.439-440.584
Citation
Y. Chen, "Research and Exploration of Volterra Series on Nonlinear System Identification and Modeling", Key Engineering Materials, Vols. 439-440, pp. 584-589, 2010
Online since
June 2010
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Price
$32.00
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