Efficient Check Node Processing Architectures for Non-binary LDPC Decoding Using Power Representation

被引:1
作者
Cai, Fang [1 ]
Zhang, Xinmiao [2 ]
机构
[1] Case Western Reserve Univ, Cleveland, OH 44106 USA
[2] Case Western Reserve Univ, Dept Elect Engn & Comp Sci, Cleveland, OH 44106 USA
来源
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY | 2014年 / 76卷 / 02期
基金
美国国家科学基金会;
关键词
Non-binary LDPC decoding; Power representation; VLSI; Check node unit architecture; Min-max algorithm; Simplified Min-sum algorithm; CODES;
D O I
10.1007/s11265-013-0864-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
When the code length is moderate, non-binary low-density parity-check (NB-LDPC) codes can achieve better error correcting performance than their binary counterparts at the expense of higher decoding complexity. The check node processing is a major bottleneck of NB-LDPC decoding. This paper proposes novel schemes for both the Min-max and the simplified Min-sum check node processing by making use of the cyclical-shift property of the power representation of finite field elements. Compared to previous designs based on the Min-max algorithm with forward-backward scheme, the proposed check node units (CNUs) do not need the complex switching network. Moreover, the multiplications of the parity check matrix entries are efficiently incorporated. For a Min-max NB-LDPC decoder over G F(32), the proposed scheme reduces the CNU area by at least 32 %, and leads to higher clock frequency. Compared to the prior simplified Min-sum based design, the proposed CNU is more regular, and can achieve good throughput-area tradeoff.
引用
收藏
页码:211 / 222
页数:12
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