Modified trellis-based Min-max decoder for non-binary LDPC codes
Xinmiao Zhang · 2015 International Conference on Computing, Networking and Communications (ICNC) · 2015
Non-binary low-density parity-check (NB-LDPC) codes over GF(q) (q > 2) have better error-correcting performance than their binary counterparts when the codeword length is moderate. In this paper, a modified trellis-based Min-max decoder is proposed for NB-LDPC codes. By relaxing the constraints on which messages can be included, the trellis syndrome computation is simplified without sacrificing the error-correcting performance. In addition, the iterative comparisons needed in computing the check-to-variable messages are replaced by one-step message selection. The decoding complexity of NB-LDPC codes grows substantially with q, and small q is preferred to achieve low complexity and high speed for data storage systems. Making use of the properties of G F (4), the hardware units are further simplified and efficient decoder architectures are developed for codes over G F (4). Compared to prior efforts, the proposed design requires smaller area, consumes much less power, achieves higher throughput, and also has slightly better error-correcting performance.