Title :
MLP equaliser for frequency selective time-varying channels
fDate :
3/17/1994 12:00:00 AM
Abstract :
A multilayer perceptron based equaliser with RLS adaptation algorithm is presented. Its performance is evaluated in a communications system using GMSK modulation with frequency selective Rayleigh fading channel of six paths. A bit error rate performance comparison shows that the MLP structure has better performance than the traditional decision feedback equaliser
Keywords :
digital radio systems; equalisers; error statistics; fading; feedforward neural nets; minimum shift keying; mobile radio systems; signal processing; telecommunication channels; telecommunications computing; BER performance; GMSK modulation; MLP equaliser; RLS adaptation algorithm; bit error rate; communications system; frequency selective Rayleigh fading channel; frequency selective time-varying channels; multilayer perceptron based equaliser;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19940352
