A Cross-Layer Scheduling Method for Pipelined Layered Multi-Edge Type QC-LDPC Decoder With Better Conflict Resolution
For multi-edge type quasi-cyclic low-density parity-check (MET-QC-LDPC) codes, the presence of common variable nodes shared between rows within a single layer poses great challenges for the hardware design of the decoder. In this study, a cross-layer update scheduling method for pipelined layered MET-QC-LDPC codes is proposed to achieve improved conflict resolution. Through a probabilistic analysis, we show that by pairing layers with relatively small common degrees and performing alternating updates between the paired layers, better conflict resolution can be achieved than the layer-by-layer updating approach. Experimental results demonstrate that, at medium to low code rates, 50% to 75% of memory conflicts can be mitigated through the proposed cross-layer scheduling compared to the layer-by-layer scheduling approach, without compromising decoding performance.
Authors
- Dongxu Chang
- Guanghui Wang (ORCID: https://orcid.org/0000-0002-3730-5575)
- Guiying Yan (ORCID: https://orcid.org/0000-0002-1736-5482)
- Qingqing Peng (ORCID: https://orcid.org/0000-0002-0573-0665)
Institutions
- Shandong University (CN)
- Academy of Mathematics and Systems Science (CN)
- University of Chinese Academy of Sciences (CN)
Publication Details
- Journal
- IEEE Communications Letters
- Published
- 2025-04-21
- DOI
- https://doi.org/10.1109/lcomm.2025.3562626
- Citations
- 1
- Primary Topic
- Error Correcting Code Techniques
- Type
- article
- Field-Weighted Citation Impact
- 1.49
Funders
- National Key Research and Development Program of China