Title :
Decision feedback equalization using neural network structures
Author :
Siu, S. ; Gibson, G.J. ; Cowan, C.F.N.
Author_Institution :
Edinburgh Univ., UK
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;
Conference_Titel :
Artificial Neural Networks, 1989., First IEE International Conference on (Conf. Publ. No. 313)
Conference_Location :
London
