A 1.15Gb/s fully parallel nonbinary LDPC decoder with fine-grained dynamic clock gating

Youn Sung Park, Yaoyu Tao, Zhengya Zhang
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引用次数: 20

Abstract

The primary design goal of a communication or storage system is to allow the most reliable transmission or storage of more information at the lowest signal-to-noise ratio (SNR). State-of-the-art channel codes including turbo and binary LDPC have been extensively used in recent applications [1-2] to close the gap towards the lowest possible SNR, known as the Shannon limit. The recently developed nonbinary LDPC (NB-LDPC) code, defined over Galois field (GF), holds great promise for approaching the Shannon limit [3]. It offers better coding gain and a lower error floor than binary LDPC. However, the complex nonbinary decoding prevents any practical chip implementation to date. A handful of FPGA designs and chip synthesis results have demonstrated throughputs up to only 50Mb/s [4-6]. In this paper, we present a 1.15Gb/s fully parallel decoder of a (960, 480) regular-(2, 4) NB-LDPC code over GF(64) in 65nm CMOS. The natural bundling of global interconnects and an optimized placement permit 87% logic utilization that is significantly higher than a fully parallel binary LDPC decoder [7]. To achieve high energy efficiency, each processing node detects its own convergence and applies dynamic clock gating, and the decoder terminates when all nodes are clock gated. The dynamic clock gating and termination reduce the energy consumption by 62% for energy efficiency of 3.37nJ/b, or 277pJ/b/iteration, at a 1V supply.
基于细粒度动态时钟门控的1.15Gb/s全并行LDPC解码器
通信或存储系统的主要设计目标是以最低的信噪比(SNR)最可靠地传输或存储更多的信息。包括turbo和二进制LDPC在内的最先进的信道码已在最近的应用中广泛使用[1-2],以缩小尽可能低的信噪比的差距,称为香农极限。最近开发的非二进制LDPC (NB-LDPC)码,定义在伽罗瓦场(GF)上,很有希望接近香农极限[3]。与二进制LDPC相比,它具有更好的编码增益和更低的误差层。然而,复杂的非二进制解码阻碍了任何实际的芯片实现。少数FPGA设计和芯片合成结果表明,吞吐量仅为50Mb/s[4-6]。在本文中,我们提出了一种基于GF(64)的(960,480)规则-(2,4)NB-LDPC码的1.15Gb/s全并行解码器。全球互连的自然捆绑和优化的放置允许87%的逻辑利用率,显著高于完全并行二进制LDPC解码器[7]。为了实现高能效,每个处理节点检测自己的收敛性并应用动态时钟门控,当所有节点都进行时钟门控时解码器终止。在1V电源下,动态时钟门控和终止减少了62%的能量消耗,能量效率为3.37nJ/b,或277pJ/b/迭代。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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