Nonbinary LDPC cycle codes:efficient search,design,and code optimization

Nonbinary LDPC cycle codes:efficient search,design,and code optimization
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非二进制 LDPC 循环码:高效搜索、设计和代码优化

DOI:
10.1007/s11432-017-9271-6
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发表时间:
2018
期刊:
Science China. Information Sciences
影响因子:
--
通讯作者:
Zhang Bo
Zhang Bo
中科院分区:
其他
文献类型:
--
作者:
Xu Hengzhou;Chen Chao;Zhu Min;Bai Baoming;Zhang Bo

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非二进制低密度奇偶校验(NBLDPC)码在采用概率译码算法迭代译码时具有逼近容量的能力。随着有限域长度q的增加,GF(q)上的NBLDPC码在迭代译码下具有更好的性能。当q足够大时,增加q并没有显著的性能改善,而且最佳码的校验矩阵的列权趋于2。作为一类重要的NBLDPC码,GF(q)(q64)上的(2,ρ)-正则NBLDPC码,其校验矩阵的行重为ρ,列重为2,在各种信道下都有很好的性能。这类NBLDPC码,即所谓的NBLDPC循环码,已经引起了广泛的关注[1-3]。在这些工作中,所设计的代码都具有良好的性能。对于给定的码速率和码长,研究哪一个具有最佳的误码性能是非常有意义的。
Dear editor, Nonbinary low-density parity-check (NBLDPC) codes have the ability of approaching capacity when decoded iteratively using a probabilistic decoding algorithm. With the increase of the finite field size q, NBLDPC codes over GF(q) have much better performance under iterative decoding for a constant code length. For q sufficiently large, there is no significant performance improvement while increasing q, moreover the column weights of the parity-check matrices of the best codes tend to 2. As an important class of NBLDPC codes, (2, ρ)-regular NBLDPC codes over GF(q) (q > 64), whose parity-check matrices have row weight ρ and column weight 2, perform well over various channels. This class of NBLDPC codes, so-called NBLDPC cycle codes, has attracted much attention [1–3]. Among these works, all designed codes have good performance. For a given code rate and code length, it is of great interest to study which one of them has the best error performance.