Generalized LDPC Codes for Ultra Reliable Low Latency Communication in 5G and Beyond

被引:18
|
作者
Liu, Yanfang [1 ]
Olmos, Pablo M. [1 ]
Mitchell, David G. M. [2 ]
机构
[1] Univ Carlos III Madrid, Inst Invest Sanitaria Gregorio Maranon, Dept Teoria Senal & Comunicac, Madrid 28911, Spain
[2] New Mexico State Univ, Klipsch Sch Elect & Comp Engn, Las Cruces, NM 88003 USA
来源
IEEE ACCESS | 2018年 / 6卷
基金
美国国家科学基金会;
关键词
Generalized low-density parity-check codes; ultra-reliable communication; finite block length; min-sum decoding; message-passing; DENSITY PARITY-CHECK; COMPLEXITY; SYSTEM; IMPLEMENTATION; CONSTRUCTION; DESIGN; LENGTH; BCH;
D O I
10.1109/ACCESS.2018.2880997
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Generalized low-density parity-check (GLDPC) codes, where single parity-check constraints on the code bits are replaced with generalized constraints (an arbitrary linear code), are a promising class of codes for low-latency communication. In this paper, a practical construction of quasi-cyclic GLDPC codes is proposed, where the proportion of generalized constraints is determined by an asymptotic analysis. We analyze the complexity and performance of the message passing decoder with various update rules (including standard full-precision sum-product and min-sum algorithms) and quantization schemes for a GLDPC code over the additive white Gaussian noise (AWGN) channel and present a constraint-to-variable update rule based on the specific codewords of the component codes. The block error rate performance of the GLDPC codes, combined with a complementary outer code, is shown to outperform a variety of stateof-the-art code and decoder designs with suitable lengths and rates for the 5G ultra-reliable low-latency communication regime over an AWGN channel with quadrature PSK modulation.
引用
收藏
页码:72002 / 72014
页数:13
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