Low-Latency Software LDPC Decoders for x86 Multi-core Devices

被引:0
|
作者
Le Gal, Bertrand [1 ]
Jego, Christophe [1 ]
机构
[1] Univ Bordeaux, IMS Lab, Bordeaux INP, Bordeaux, France
关键词
PARITY-CHECK CODES; GPU; IMPLEMENTATION; ARCHITECTURE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
LDPC codes are a family of error correcting codes used in most modern digital communication standards even in future 3GPP 5G standard. Thanks to their high processing power and their parallelization capabilities, prevailing multi-core and many-core devices facilitate real-time implementations of digital communication systems, which were previously implemented on dedicated hardware targets. Through massive frame decoding parallelization, current LDPC decoders throughputs range from hundreds of Mbps up to Gbps. However, inter-frame parallelization involves latency penalties, while in future 5G wireless communication systems, the latency should be reduced as far as possible. To this end, a novel LDPC parallelization approach for LDPC decoding on a multi-core processor device is proposed in this article. It reduces the processing latency down to some microseconds as highlighted by x86 multi-core experimentations.
引用
收藏
页数:6
相关论文
共 34 条
  • [1] High-Throughput Multi-Core LDPC Decoders Based on x86 Processor
    Le Gal, Bertrand
    Jego, Christophe
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 27 (05) : 1373 - 1386
  • [2] Low-latency and high-throughput software turbo decoders on multi-core architectures
    Le Gal, Bertrand
    Jego, Christophe
    ANNALS OF TELECOMMUNICATIONS, 2020, 75 (1-2) : 27 - 42
  • [3] Low-latency and high-throughput software turbo decoders on multi-core architectures
    Bertrand Le Gal
    Christophe Jego
    Annals of Telecommunications, 2020, 75 : 27 - 42
  • [4] Low-Latency Software Polar Decoders
    Giard, Pascal
    Sarkis, Gabi
    Leroux, Camille
    Thibeault, Claude
    Gross, Warren J.
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2018, 90 (05): : 761 - 775
  • [5] Low-Latency Software Polar Decoders
    Pascal Giard
    Gabi Sarkis
    Camille Leroux
    Claude Thibeault
    Warren J. Gross
    Journal of Signal Processing Systems, 2018, 90 : 761 - 775
  • [6] HEVC DECODER ACCELERATION ON MULTI-CORE X86 PLATFORM
    Han, Bingjie
    Wang, Ronggang
    Wang, Zhenyu
    Dong, Shengfu
    Wang, Wenmin
    Gao, Wen
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [7] Low-latency XPath Query Evaluation on Multi-Core Processors
    Karsin, Ben
    Casanova, Henri
    Lim, Lipyeow
    PROCEEDINGS OF THE 50TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 2017, : 6222 - 6231
  • [8] Scalable High-Throughput and Low-Latency DVB-S2(x) LDPC Decoders on SIMD Devices
    Le Gal, Bertrand
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2024, 5 : 7216 - 7227
  • [9] Saksham: Customizable x86 Based Multi-Core Microprocessor Simulator
    Vasudeva, Amol
    Sharma, Arvind Kumar
    Kumar, Ashish
    2009 1ST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, COMMUNICATION SYSTEMS AND NETWORKS(CICSYN 2009), 2009, : 220 - 225
  • [10] Multi-Functional Multi-Core Fiber With a Low-Latency Core and Conventional Silica Cores
    Sagae, Yuto
    Matsui, Takashi
    Yamashita, Yoko
    Wada, Masaki
    Sakamoto, Taiji
    Tsujikawa, Kyozo
    Nakajima, Kazuhide
    2019 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC), 2019,