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Neural network-based decision feedback equaliser with lattice structure
Journal article   Peer reviewed

Neural network-based decision feedback equaliser with lattice structure

A Shafi, A Zerguine and M Bettayeb
Electronics letters, Vol.35(20), pp.1705-1707
1999
DOI: https://doi.org/10.1049/el:19991120

Abstract

Engineering Engineering, Electrical & Electronic Science & Technology Technology
The effect of whitening the input data in a multilayer perceptron-based decision feedback equaliser (DFE) is evaluated. It is shown from computer simulations that whitening of the received data employing adaptive lattice channel equalisation algorithms improves the convergence rate and bit error rate performances of multilayer perceptron-based DFEs.

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