Title :
Performance analysis of the Ip norm back propagation algorithm for adaptive equalisation
Author :
Siu, S. ; Cowan, C.F.N.
Author_Institution :
Telecommun. Lab., Minist. of Commun., Chung-Li, Taiwan
fDate :
2/1/1993 12:00:00 AM
Abstract :
A performance analysis of the lp norm back propagation algorithm for adaptive equalisation with 1⩽p⩽2 is presented. Expected learning gains 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
Keywords :
adaptive systems; equalisers; feedforward neural nets; BER performance; MLP; adaptive equalisation; bit error rate; convergence properties; decision directed mode; lp norm back propagation algorithm; learning gains; multilayer perception; performance analysis; training mode;
Journal_Title :
Radar and Signal Processing, IEE Proceedings F
