Title :
Square-root recursive prediction error algorithm for perceptron-based adaptive equalization over frequency selective fading channel
Author :
Siu, Sammy ; Chang, Ching-Haur ; Wei, Che-Ho
Author_Institution :
Telecomm. Lab., MOTC, Taiwan
fDate :
30 Apr-3 May 1995
Abstract :
The use of square-root recursive prediction error (RPE) algorithm for multi-layer perceptron (MLP) based decision feedback equalization (DFE) over frequency selective fading channel is presented in this paper. Computer simulation demonstrates that considerable bit error rate (BER) improvement relative to the square-root Kalman can be achieved by using the proposed scheme
Keywords :
adaptive equalisers; decision feedback equalisers; fading; multilayer perceptrons; prediction theory; recursive estimation; telecommunication channels; adaptive equalization; bit error rate; computer simulation; decision feedback equalization; frequency selective fading channel; multi-layer perceptron; square-root recursive prediction error algorithm; Adaptive equalizers; Bit error rate; Decision feedback equalizers; Fading; Frequency; Multilayer perceptrons; Neurons; Prediction algorithms; Recursive estimation; Resonance light scattering;
Conference_Titel :
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2570-2
DOI :
10.1109/ISCAS.1995.520382
