Identification of input-output bilinear systems using cumulants

被引：22

作者：

Tsoulkas, V ^{[1
]}

Koukoulas, P ^{[1
]}

Kalouptsidis, N ^{[1
]}

机构：

[1] Univ Athens, Dept Informat & Telecommun, Div Commun & Signal Proc, Athens, Greece

来源：

IEEE TRANSACTIONS ON SIGNAL PROCESSING | 2001年 / 49卷 / 11期

关键词：

D O I：

10.1109/78.960423

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 ; 0809 ;

摘要：

This paper is concerned with the identification of a discrete input-output bilinear system driven by an independent identically distributed (iid) stochastic input and corrupted by measurement noise. A novel algorithmic procedure for the direct computation of the unknown model parameters is developed based on crosscumulant information up to third order. Simulations and comparisons with a least squares type identification method are provided.

引用

页码：2753 / 2761

页数：9

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