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The use of neural nets to combine equalization with decoding

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2 Author(s)
K. A. Al-Mashouq ; King Saud Univ., Riyadh, Saudi Arabia ; I. S. Reed

Conventionally, equalization and decoding are performed independently in cascade. A multilayer neural network is proposed to perform these two tasks simultaneously. The proposed method is compared with the conventional methods in the case of severe intersymbol interference (ISI). With a proper structure and training, the neural-net equalizer/decoder is shown to outperform substantially the more conventional decoders.<>

Published in:

Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on  (Volume:1 )

Date of Conference:

27-30 April 1993