PERFORMANCE ANALYSIS OF THE L(P) NORM BACK-PROPAGATION ALGORITHM FOR ADAPTIVE EQUALIZATION

被引：10

作者：

SIU, S ^{[1
]}

COWAN, CFN ^{[1
]}

机构：

[1] LOUGHBOROUGH UNIV TECHNOL,DEPT ELECTR & ELECT ENGN,LOUGHBOROUGH LE11 3TU,LEICS,ENGLAND

来源：

IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING | 1993年 / 140卷 / 01期

关键词：

BACK PROPAGATION ALGORITHM; LINEAR EQUALIZER; PERFORMANCE ANALYSIS; MULTILAYER PERCEPTRON;

D O I：

10.1049/ip-f-2.1993.0006

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

A performance analysis of the l(p) norm back propagation algorithm for adaptive equalisation with 1 less-than-or-equal-to p less-than-or-equal-to 2 is presented. Expected learning pins in both training mode and decision directed mode are analysed taking into account the effect of p. Simulation results for convergence properties and bit error rate (BER) performance are consistent with the analysis.

引用

页码：43 / 47

页数：5

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