Golay Code Decoder Using Auto Encoder

Abstract

This paper proposes a method to improve the performance of channel coding by using Auto Encoder. The channel coding technique used in this paper is the Golay code. The proposed method is to combine the Golay code with the Auto Encoder. The output from the Auto Encoder is corrected by the Golay code using the syndrome. Auto Encoder use models that increase the number of nodes in the hidden layer, unlike the typical Auto Encoder. If the Auto Encoder and the Golay code are combined, they show better performance than if only the Golay code is used. Therefore, we believe that even if we combine the techniques of different channel coding with the Auto Encoder, we can improve the performance of channel coding.