A system-theoretic foundation for blind equalization of an FIR MIMO channel system

被引：63

作者：

Inouye, Y ^{[1
]}

Liu, RW

机构：

[1] Shimane Univ, Dept Elect & Control Syst Engn, Matsue, Shimane 6908504, Japan

[2] Univ Notre Dame, Dept Elect Engn, Notre Dame, IN 46556 USA

来源：

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS | 2002年 / 49卷 / 04期

关键词：

blind equalization; blind signal separation; FIR MIMO systems; second-order statistics; linear prediction;

D O I：

10.1109/81.995657

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：

The system-theoretic foundation for blind equalization of a finite-impulse response (FIR) MIMO channel system in the channel-filter setting is investigated. In this setting, a general definition of equalizable channel system is presented, and its characterization is given: Every equalizable channel system has an FIR irreducible-paraunitary factorization. Based on this fact, we show that any equalizable channel system can be reduced to a paraunitary FIR system by a filter, called a whitener. It is shown that one such whitener can be designed by a linear prediction-based approach. It is also shown that if the original FIR channel system has no transmission zero at the origin, then the above paraunitary FIR channel system is a static system.

引用

页码：425 / 436

页数：12

共 43 条

[1] Nonminimum phase channel equalization using noncausal filters [J].

Abreu, E ;

Mitra, SK ;

Marchesani, R .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (01) :1-13

[2]

[Anonymous], P ICASSP

[3]

Antsaklis P. J., 1997, LINEAR SYSTEMS

[4] Contrasts for multichannel blind deconvolution [J].

Comon, P .

IEEE SIGNAL PROCESSING LETTERS, 1996, 3 (07) :209-211

[5] CANONICAL PARTIAL AUTOCORRELATION FUNCTION OF A MULTIVARIATE TIME-SERIES [J].

DEGERINE, S .

ANNALS OF STATISTICS, 1990, 18 (02) :961-971

[6] Adaptive blind separation of independent sources: A second-order stable algorithm for the general case [J].

Delfosse, N ;

Loubaton, P .

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2000, 47 (07) :1056-1071

[7] Self-whitening algorithms for adaptive equalization and deconvolution [J].

Douglas, SC ;

Cichocki, A ;

Amari, S .

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (04) :1161-1165

[8]

FORNEY GD, 1975, SIAM J CONTROL, V13, P493, DOI 10.1137/0313029

[9]

GESBERT D, 1997, P 31 AS C PAC GROV C, P1604

[10]

GESBERT D, 1997, P 1997 ICASSP APR 21, P3621

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