High-Throughput LDPC Decoder for Multiple Wireless Standards

IF 5.2 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Circuits and Systems I: Regular Papers Pub Date : 2024-09-04 DOI:10.1109/TCSI.2024.3419425
Wei Chen;Yajie Li;Dake Liu
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Abstract

It is a great challenge to design an LDPC decoder with multi-standard compatibility, flexibility and low silicon overhead. This paper presents the efficient and low-overhead design of an LDPC decoder tailored for multi-standard, which include WLAN, 5G NR and WiMAX. We follow the design principles of Application-Specific Instruction-set Processor (ASIP). In order to enhance throughput, we double the computational speed by reducing memory speed from double logic speed to logic speed. By proposing the optimized hybrid scheduling algorithm based on matrix reordering, we further solve scheduling problems and eliminate pipeline conflicts. Through performing logic synthesis utilizing the 28 nm SMIC CMOS cell library, synthesis results show that the core area of our designed decoder is 0.86 mm2, the logic gate count is 1716 K, and our design achieves impressive throughput rates, that is up to 9.96 Gbps for WLAN, 7.69 Gbps for WiMAX, and 33 Gbps for 5G NR. Compared with other state-of-the-art LDPC decoders, the experimental results show that our proposed decoder has up to $4.5\times $ higher throughput, $3.9\times $ better area efficiency and $5.8\times $ better energy efficiency than these state-of-the-art implementations.
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适用于多种无线标准的高吞吐量 LDPC 解码器
设计一种兼容多标准、灵活、低硅开销的LDPC解码器是一个巨大的挑战。本文介绍了一种适用于WLAN、5G NR和WiMAX等多标准的高效低开销LDPC解码器设计。我们遵循专用指令集处理器(Application-Specific Instruction-set Processor, ASIP)的设计原则。为了提高吞吐量,我们通过将内存速度从双逻辑速度降低到逻辑速度来提高计算速度。通过提出基于矩阵重排序的优化混合调度算法,进一步解决了调度问题,消除了流水线冲突。通过执行逻辑综合利用28 nm中芯国际CMOS单元库,综合结果表明,我们设计了译码器的核心面积是0.86平方毫米,逻辑门数是1716 K,和我们的设计达到令人印象深刻的吞吐率,9.96 Gbps的WLAN, WiMAX 7.69 Gbps,并为5 g NR 33 Gbps。与其他先进的LDPC的解码器相比,实验结果表明,我们建议的解码器有4.5美元\ *美元更高的吞吐量,比这些最先进的设备面积效率高3.9倍,能源效率高5.8倍。
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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来源期刊
IEEE Transactions on Circuits and Systems I: Regular Papers
IEEE Transactions on Circuits and Systems I: Regular Papers 工程技术-工程:电子与电气
CiteScore
9.80
自引率
11.80%
发文量
441
审稿时长
2 months
期刊介绍: TCAS I publishes regular papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: - Circuits: Analog, Digital and Mixed Signal Circuits and Systems - Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic - Circuits and Systems, Power Electronics and Systems - Software for Analog-and-Logic Circuits and Systems - Control aspects of Circuits and Systems.
期刊最新文献
Table of Contents IEEE Circuits and Systems Society Information IEEE Transactions on Circuits and Systems--I: Regular Papers Information for Authors IEEE Transactions on Circuits and Systems--I: Regular Papers Publication Information Guest Editorial Special Issue on Emerging Hardware Security and Trust Technologies—AsianHOST 2023
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