Abstract
This paper explores an efficient rate-adaptive error correction coding scheme with a nonbinary (NB) GF (2q) extension of Raptor-like (RL) quasi-cyclic (QC) subclass of Low-Density Parity-Check (LDPC) codes. In the NB RL scheme, the high-rate (HR) code vectors are supplemented by the incremental redundancy (IR) symbols, generated by the parity check equations over GF (2q). We provide a procedure for constructing short NB QC-RL-LDPC codes with low encoding complexity and optimized graph structures. The proposed method is based on the graph optimization of the HR code and Monte Carlo simulation-supported placement of additional NB parity checks in the IR graph. Numerical simulations validate the approach, demonstrating the effectiveness of the constructed short NB QC-RL-LDPC codes, compared to the 5G standard binary coding with IR. Further exploration shows that, when the NB QC-RL-LDPC coding over Galois Field GF 2q is combined with adaptive 2X -ary digital modulations, which provides flexibility in diversifying modulation orders by mixing higher order modulations for initial HR transmission with a lower order for IR, it can improve performance in the low Signal to Noise Ratio regime. In conclusion, this investigation shows that the Raptor-Like nonbinary coding, when the code and the transmission scheme are designed with proper optimizations, exhibits a performance improvement over the counterpart binary coding.
| Original language | English |
|---|---|
| Pages (from-to) | 3849-3863 |
| Number of pages | 15 |
| Journal | IEEE Access |
| Volume | 13 |
| DOIs | |
| Publication status | Published - 2025 |
Keywords
- Error correction coding
- LDPC
- Raptor coding
- modulation mapping
- nonbinary LDPC
ASJC Scopus subject areas
- General Computer Science
- General Materials Science
- General Engineering
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