DocumentCode
298837
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
Volume
2
fYear
1995
fDate
30 Apr-3 May 1995
Firstpage
1293
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location
Seattle, WA
Print_ISBN
0-7803-2570-2
Type
conf
DOI
10.1109/ISCAS.1995.520382
Filename
520382
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