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Short Blocklength Nonbinary Raptor-Like LDPC Coding Systems Design and Simulation

  • TKH Technology Poland Sp. z o.o.

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

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 languageEnglish
Pages (from-to)3849-3863
Number of pages15
JournalIEEE Access
Volume13
DOIs
Publication statusPublished - 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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