A Low Complexity Model-Driven Deep Learning LDPC Decoding Algorithm

A Neural Network Empowered Belief Propagation Algorithm Optimized for Short-Cycles in Tanner Graph

“…In recent years, the research on the LDPC code is not limited to the improvement of the conventional decoding algorithm [16], [17], [18], [19] only, but the deep learning has also been introduced in the field of channel decoding [8], [9], [10], [11]. At present, the DL-based decoding algorithms can be divided into three categories.…”