Neural network application to error control coding

Mukhtar Hussain; Jing Song; Jatinder S. Bedi

doi:10.1117/12.21201

1 August 1990 Neural network application to error control coding

Mukhtar Hussain, Jing Song, Jatinder S. Bedi

Proceedings Volume 1294, Applications of Artificial Neural Networks; (1990) https://doi.org/10.1117/12.21201
Event: 1990 Technical Symposium on Optics, Electro-Optics, and Sensors, 1990, Orlando, FL, United States

Abstract

The error control problem in digital communication and information storage is presented as a - signal/pattern classification problem and the promising area of neural networks is exploited in correction of errors introduced in channel. The initial simulation results for a (7 Hamming and a (8 extended Hamming code with this approach show dramatic improvements in the Eb/No required to achieve a given probability of bit error. 1.

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Mukhtar Hussain, Jing Song, and Jatinder S. Bedi "Neural network application to error control coding", Proc. SPIE 1294, Applications of Artificial Neural Networks, (1 August 1990); https://doi.org/10.1117/12.21201

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