Dexin Zhang

Neural Layered Min-Sum Decoding for Protograph LDPC Codes

In this paper, layered min-sum (MS) iterative decoding is formulated as a customized neural network following the sequential scheduling of check node (CN) updates. By virtue of the lifting structure of protograph low-density parity-check (LDPC) codes, identical network parameters are shared among al…