VLSI implementation-oriented (3, k)-regular low-density parity-check codes

Tong Zhang, K. Parhi
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引用次数: 82

Abstract

In the past few years, Gallager's low-density parity-check (LDPC) codes received a lot of attention and many efforts have been devoted to analyzing and improving their error-correcting performance. However, little consideration has been given to the LDPC decoder VLSI implementation. The straightforward fully parallel decoder architecture usually incurs too high complexity for many practical purposes and should be transformed to a partly parallel realization. Unfortunately, due to the randomness of LDPC codes, it is nearly impossible to develop an effective transformation for an arbitrarily given LDPC code. We propose a joint code and decoder design approach to construct a class of (3, k)-regular LDPC codes which exactly fit a partly parallel decoder implementation and have a very good performance. Moreover, for such LDPC codes, we propose a systematic, efficient encoding scheme by effectively exploiting the sparseness of its parity check matrix.
面向VLSI实现的(3,k)规则低密度奇偶校验码
近年来,Gallager的低密度奇偶校验码(LDPC)受到了广泛的关注,人们对其纠错性能进行了分析和改进。然而,LDPC解码器的VLSI实现很少被考虑。直接的全并行解码器架构对于许多实际用途来说通常会产生太高的复杂性,应该转换为部分并行实现。不幸的是,由于LDPC码的随机性,几乎不可能对任意给定的LDPC码进行有效的转换。我们提出了一种编码和解码器的联合设计方法来构造一类(3,k)-正则LDPC码,它完全适合部分并行解码器的实现,并且具有非常好的性能。此外,对于这种LDPC码,我们提出了一种系统的、高效的编码方案,有效地利用了其奇偶校验矩阵的稀疏性。
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