DocumentCode
274143
Title
Decision feedback equalization using neural network structures
Author
Siu, S. ; Gibson, G.J. ; Cowan, C.F.N.
Author_Institution
Edinburgh Univ., UK
fYear
1989
fDate
16-18 Oct 1989
Firstpage
125
Lastpage
128
Abstract
Describes a new approach for a decision feedback equalizer (DFE) using the multi-layer perceptron structure for equalization in digital communications systems. Results indicate that the multi-layer perceptron DFE provides better BER (bit error rate) performance relative to the standard least mean square DFE structure, especially in high noise conditions
Keywords
computerised signal processing; digital communication systems; feedback; filtering and prediction theory; neural nets; bit error rate; decision feedback equalizer; digital communications systems; multilayer perceptron structure; neural network structures;
fLanguage
English
Publisher
iet
Conference_Titel
Artificial Neural Networks, 1989., First IEE International Conference on (Conf. Publ. No. 313)
Conference_Location
London
Type
conf
Filename
51944
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