• DocumentCode
    76148
  • Title

    A memory efficient belief propagation decoder for polar codes

  • Author

    Jin Sha ; Xing Liu ; Zhongfeng Wang ; Xiaoyang Zeng

  • Author_Institution
    Sch. of Electron. Sci. & Eng., Nanjing Univ., Nanjing, China
  • Volume
    12
  • Issue
    5
  • fYear
    2015
  • fDate
    May-15
  • Firstpage
    34
  • Lastpage
    41
  • Abstract
    Polar codes have become increasingly popular recently because of their capacity achieving property. In this paper, a memory efficient stage-combined belief propagation (BP) decoder design for polar codes is presented. Firstly, we briefly reviewed the conventional BP decoding algorithm. Then a stage-combined BP decoding algorithm which combines two adjacent stages into one stage and the corresponding belief message updating rules are introduced. Based on this stage-combined decoding algorithm, a memory-efficient polar BP decoder is designed. The demonstrated decoder design achieves 50% memory and decoding latency reduction in the cost of some combinational logic complexity overhead. The proposed decoder is synthesized under TSMC 45nm Low Power CMOS technology. It achieves 0.96 Gb/s throughput with 14.2mm2 area when code length N=216 which reduces 51.5% decoder area compared with the conventional decoder design.
  • Keywords
    combinatorial mathematics; decoding; BP decoder design; BP decoding algorithm; belief propagation decoder; combinational logic complexity; memory efficient stage-combined belief propagation; polar codes; stage combined decoding algorithm; Algorithm design and analysis; Decoding; Hardware; Iterative decoding; Memory management; Quantization (signal); belief propagation; implementation; memory-efficient; polar codes; stage-combined;
  • fLanguage
    English
  • Journal_Title
    Communications, China
  • Publisher
    ieee
  • ISSN
    1673-5447
  • Type

    jour

  • DOI
    10.1109/CC.2015.7112042
  • Filename
    7112042