A shuffled message-passing decoding method for memory-based LDPC decoders

摘要

The convergence speed of shuffled message passing decoding (MPD) is faster than that of standard two phase message passing (TPMP) decoding. Due to complex memory access and requirement of large storage space, the shuffled MPD is not suitable for hardware implementation especially for high-rate LDPC codes. In this paper, we propose a modified shuffled MPD which can achieve a similar convergence speed but with reduced complexity in memory access and storage space as compared to the conventional shuffled MPD. We implement a rate-5/6 LDPC decoder based on the proposed algorithm.