{"title":"High-Throughput LDPC Decoder for Multiple Wireless Standards","authors":"Wei Chen;Yajie Li;Dake Liu","doi":"10.1109/TCSI.2024.3419425","DOIUrl":null,"url":null,"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 \n<inline-formula> <tex-math>$4.5\\times $ </tex-math></inline-formula>\n higher throughput, \n<inline-formula> <tex-math>$3.9\\times $ </tex-math></inline-formula>\n better area efficiency and \n<inline-formula> <tex-math>$5.8\\times $ </tex-math></inline-formula>\n better energy efficiency than these state-of-the-art implementations.","PeriodicalId":13039,"journal":{"name":"IEEE Transactions on Circuits and Systems I: Regular Papers","volume":"72 1","pages":"383-396"},"PeriodicalIF":5.2000,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Circuits and Systems I: Regular Papers","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10665929/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
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.
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.