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The use of neural nets to combine equalization with decoding
Conference proceeding

The use of neural nets to combine equalization with decoding

K.A. Al-Mashouq, I.S. Reed and IEEE
1993 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol.1, pp.469-472 vol.1
1993
DOI: https://doi.org/10.1109/ICASSP.1993.319157

Abstract

Additive white noise AWGN Block codes Decoding Equalizers Error correction Error correction codes Hamming distance Intersymbol interference Neural networks
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.< >

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