ADAPTIVE CHANNEL EQUALIZATION USING A POLYNOMIAL-PERCEPTRON STRUCTURE

被引：50

作者：

CHEN, S ^{[1
]}

GIBSON, GJ ^{[1
]}

COWAN, CFN ^{[1
]}

机构：

[1] PLESSEY ELECTR SYST RES LTD,ROMSEY SO5 0ZN,HANTS,ENGLAND

来源：

IEE PROCEEDINGS-I COMMUNICATIONS SPEECH AND VISION | 1990年 / 137卷 / 05期

关键词：

D O I：

10.1049/ip-i-2.1990.0036

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 paper investigates the application of a simple nonlinear structure to the problem of adaptive channel equalisation. Based on the Bayes decision rule, it is shown that the optimal equalisation solution is an inherently nonlinear problem and, therefore, it is desired to incorporate some degree of nonlinearity in the design of equaliser structure. The approximate realisation of the optimal equalisation solution is implemented using a polynomial-perceptron architecture and simulation results are included to support the theoretical analysis.

引用

页码：257 / 264

页数：8

共 10 条

[1] [Anonymous], 1987, LEARNING INTERNAL RE
[2] REPRESENTATIONS OF NON-LINEAR SYSTEMS - THE NARMAX MODEL
CHEN, S
BILLINGS, SA
[J]. INTERNATIONAL JOURNAL OF CONTROL, 1989, 49 (03) : 1013 - 1032
[3] ADAPTIVE EQUALIZATION OF FINITE NONLINEAR CHANNELS USING MULTILAYER PERCEPTRONS
CHEN, S
GIBSON, GJ
COWAN, CFN
GRANT, PM
[J]. SIGNAL PROCESSING, 1990, 20 (02) : 107 - 119
[4] CHEN S, 1989, 13TH P IEEE C AD ALG
[5] Gibson G. J., 1989, P IEEE INT C AC SPEE, P1183
[6] LIPPMANN R, 1987, IEEE ASSP MAGAZINE, V4
[7] RAYNER PJW, 1989, MAY P INT C ASSP GLA, P1191
[8] Simmons G. F., 1963, INTRO TOPOLOGY MODER
[9] SINGHAL S, 1989, MAY P IEEE INT C AC, P1187
[10] GENERATION OF POLYNOMIAL DISCRIMINANT FUNCTIONS FOR PATTERN RECOGNITION
SPECHT, DF
[J]. IEEE TRANSACTIONS ON ELECTRONIC COMPUTERS, 1967, EC16 (03): : 308 - &

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