高效实现结构化长块长度LDPC码

A. J. Wong, S. Hemati, W. Gross
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引用次数: 3

摘要

由于需要大量的节点和边,对于具有很长块长度的低密度奇偶校验(LDPC)码的高速和低面积解码器很难实现。在本文中,我们实现了一个(32643,30592)LDPC代码的解码器,该代码具有可变节点度为7,检查节点度为111和112,以及228501条边,使得完全并行的硬件实现不可行。我们分析了该代码的结构,并描述了一种用局部、面积有效的版本取代复杂互连的方法。我们开发了一种基于偏移最小和算法的模块化架构,从而实现了低复杂度的部分并行解码器架构。与忽略互连开销的全并行解码器的极其乐观的面积估计相比,所提出的解码器在面积利用率方面实现了92%的最小增益。在65纳米CMOS中进行的合成导致时钟频率为370 MHz,吞吐量为24 Gbps,面积为7.99 mm2。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient implementation of structured long block-length LDPC codes
High-speed and low-area decoders for low-density parity-check (LDPC) codes with very long block lengths are challenging to implement due to the large amount of nodes and edges required. In this paper we implement a decoder for a (32643, 30592) LDPC code that has variable nodes of degree 7, check nodes degrees of 111 and 112, and 228501 edges, making fully-parallel hardware implementation unfeasible. We analyze the structure of this code and describe a method of replacing the complex interconnect with a local, area-efficient version. We develop an modular architecture resulting in a low-complexity partially-parallel decoder architecture based on the offset min-sum algorithm. The proposed decoder is shown to achieve a minimum gain of 92% in area utilization, compared to an extremely optimistic area estimation of the fully-parallel decoder that neglects the interconnection overhead. Synthesis in 65 nm CMOS is performed resulting in a clock frequency of 370 MHz and a throughput of 24 Gbps with an area of 7.99 mm2.
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