Lightweight Hardware Architecture for Probabilistic Gradient Descent Bit Flipping on QC-LDPC Codes

摘要

The Probabilistic Gradient Descent Bit-Flipping (PGDBF) decoder offers a significant improvement in decoding performance for Low-Density Parity-Check (LDPC) codes on Binary Symmetric Channel (BSC). However, this outstanding decoding performance comes along with a non-negligible extra hardware cost to realize the probabilistic behavior on top of the deterministic Gradient Descent Bit-Flipping (GDBF) decoder. This paper presents a novel solution to implement PGDBF decoder on Quasi-Cyclic LDPC codes. The proposed architecture takes advantage of the cyclic shift permutation nature of QC-LDPC and changes the message flow such that a probabilistic behavior is emulated without the cost of an actual probabilistic signal generator. It is shown that, the proposed architecture improves the PGDBF decoding performance with respect to the state-of-the-art implementation while reducing hardware complexity, even being lower than that of the deterministic GDBF. The efficiency of our proposed method is verified through the ASIC 90nm CMOS technology implementations and decoding simulations.