Continuous nonlinear system identification using Volterra series expansion

被引：0
|
作者：
Hassouna, S [1 ]
Coirault, P [1 ]
Ouvrard, R [1 ]
机构：
[1] Univ Poitiers, Lab Automat & Informat Ind, ESIP, F-86022 Poitiers, France
来源：
PROCEEDINGS OF THE 2001 AMERICAN CONTROL CONFERENCE, VOLS 1-6 | 2001年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents an identification method for continuous nonlinear systems whose the input-output functional is regular and homogeneous. The model is a Volterra series truncated in its firt terms. The Volterra kernels are expanded on multidimensional generalized orthonormal bases. A subset model selection is applied on the estimated model to provide a more parsimonious model.
引用
收藏
页码：4874 / 4879
页数：6
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