LDPC Code Classification using Convolutional Neural Networks

Abstract

This paper discusses the performance of an LDPC code classification system. Three randomly generated binary LDPC codes are created, all having the same codeword size and coderate. Multi-scaled convolutional neural networks are employed to classify codeword streams. High classification accuracies are obtained with relatively small networks.