Quasi-nonparametric blind inversion of Wiener systems

被引：41

作者：

Taleb, A

Solé, J

Jutten, C

机构：

[1] Curtin Univ Technol, Australian Telecommun Res Inst, Perth, WA 6001, Australia

[2] Curtin Univ Technol, Sch Elect & Comp Engn, Perth, WA 6001, Australia

[3] Univ Vic, Vic, Spain

[4] Inst Natl Polytech Grenoble, LIS, F-38031 Grenoble, France

[5] Univ Grenoble 1, Grenoble, France

来源：

IEEE TRANSACTIONS ON SIGNAL PROCESSING | 2001年 / 49卷 / 05期

关键词：

blind deconvolution; mutual information; nonlinear; statistical independence; Wiener systems;

D O I：

10.1109/78.917796

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：

An efficient procedure for the blind inversion of a nonlinear Wiener system is proposed. We show that the problem can be expressed as a problem of blind source separation in nonlinear mixtures for which a solution has been recently proposed. Based on a quasinonparametric relative gradient descent, the proposed algorithm can perform efficiently even in the presence of hard distortions.

引用

页码：917 / 924

页数：8

共 17 条

[1]

Bars R., 1990, P ID SYST PAR EST 9, P848

[2] IDENTIFICATION OF A CLASS OF NON-LINEAR SYSTEMS USING CORRELATION ANALYSIS [J].

BILLINGS, SA ;

FAKHOURI, SY .

PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1978, 125 (07) :691-697

[3]

BOER ED, 1976, P IEEE, V64, P1443

[4]

Cover T. M., 2005, ELEM INF THEORY, DOI 10.1002/047174882X

[5] A COMPARISON OF RESULTS FROM PARAMETER ESTIMATIONS OF IMPULSE RESPONSES OF THE TRANSIENT VISUAL-SYSTEM [J].

DENBRINKER, AC .

BIOLOGICAL CYBERNETICS, 1989, 61 (02) :139-151

[6]

Feher K., 1993, DIGITAL COMMUNICATIO

[7]

Hardle W, 1990, SMOOTHING TECHNIQUES

[8]

Hunter I.W., 1985, BIOPHYS J, V49, p81a

[9]

HUNTER IW, 1986, BIOL CYBERN, V55, P135

[10] METHODS FOR ESTIMATING THE AUTOCORRELATION FUNCTION OF COMPLEX GAUSSIAN STATIONARY-PROCESSES [J].

JACOVITTI, G ;

NERI, A ;

CUSANI, R .

IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1987, 35 (08) :1126-1138

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