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

共 50 条

[1] IDENTIFICATION OF LINEAR-SYSTEMS WITH NOISY INPUT USING INPUT-OUTPUT CUMULANTS
INOUYE, Y
SUGA, Y
[J]. INTERNATIONAL JOURNAL OF CONTROL, 1994, 59 (05) : 1231 - 1253
[2] IDENTIFICATION OF LINEAR-SYSTEMS USING INPUT OUTPUT CUMULANTS
INOUYE, Y
TSUCHIYA, H
[J]. INTERNATIONAL JOURNAL OF CONTROL, 1991, 53 (06) : 1431 - 1448
[3] COMPLEXITY OF IDENTIFICATION OF INPUT-OUTPUT SYSTEMS
HEITMAN, GK
[J]. JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1995, 192 (03) : 1007 - 1033
[4] Input identification to a class of nonlinear input-output causal systems
Perri, F.
Pandolfi, L.
[J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2006, 51 (12) : 1773 - 1788
[5] Stability properties and periodic evolutions of bilinear systems in input-output form
Dipartmento di Elettronica et Informatica, Università di Padova, 35131 Padova, Italy
不详
[J]. IEEE Trans Autom Control, 6 (1197-1202):
[6] Stability properties and periodic evolutions of bilinear systems in input-output form
Fornasini, E
Valcher, ME
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (06) : 1197 - 1202
[7] Model reduction of bilinear systems described by input-output difference equation
Al-Baiyat, SA
[J]. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2004, 35 (09) : 503 - 510
[8] BILINEAR AND NONLINEAR REALIZATIONS OF INPUT-OUTPUT MAPS
KRENER, AJ
[J]. SIAM JOURNAL ON CONTROL, 1975, 13 (04): : 827 - 834
[9] CANONICAL FORMS FOR BILINEAR INPUT-OUTPUT MAPS
PEARLMAN, JG
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1978, 23 (04) : 595 - 602
[10] CANONICAL REALIZATION OF BILINEAR INPUT-OUTPUT MAPS
PEARLMAN, JG
DENHAM, MJ
[J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1979, 17 (04) : 457 - 468

← 1 2 3 4 5 →