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Short Blocklength Nonbinary Raptor-Like LDPC Coding Systems Design and Simulation
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DOI：10.1109/ACCESS.2024.3517171.png)
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摘要
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This paper explores an efficient rate-adaptive error correction coding scheme with a nonbinary (NB) GF(2(q)) 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(2(q)). 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(2(q)) is combined with adaptive 2(X)-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.
Keyword:
Error correction coding
LDPC
nonbinary LDPC
Raptor coding
modulation mapping
Error correction coding
LDPC
nonbinary LDPC
Raptor coding
modulation mapping
期刊
IF:
3.6
论文数:
9.8W
被引数:
29.4W
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