A blind approach to Hammerstein model identification

被引：127

作者：

Bai, EW ^{[1
]}

Fu, MY

机构：

[1] Univ Iowa, Dept Elect & Comp Engn, Iowa City, IA 52242 USA

[2] Univ New Castle, Dept Elect & Comp Engn, Callaghan, NSW, Australia

来源：

IEEE TRANSACTIONS ON SIGNAL PROCESSING | 2002年 / 50卷 / 07期

基金：

美国国家科学基金会;

关键词：

Hammerstein systems; nonlinear systems; parameter estimation; system identification;

D O I：

10.1109/TSP.2002.1011202

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 [电气工程]; 0809 [电子科学与技术];

摘要：

This paper discusses the Hammerstein model identification using a blind approach. By fast sampling at the output, it is shown that identification of the linear part can be achieved based only on the output measurements that makes the Hammerstein model identification possible without knowing the structure of the nonlinearity and the internal variables.

引用

页码：1610 / 1619

页数：10

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