Low complexity list successive cancellation decoding of polar codes

被引:17
作者
Cao, Congzhe [1 ]
Fei, Zesong [1 ]
Yuan, Jinhong [2 ]
Kuang, Jingming [1 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[2] Univ New S Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
基金
中国国家自然科学基金;
关键词
block codes; error correction codes; decoding; error statistics; SC decoding; LSC decoding; code rate; Bhattacharyya parameter threshold; LR threshold; bit channel quality; likelihood ratio; list successive cancellation decoding; LCLSC decoding algorithm; low complexity list successive cancellation; polar codes; CAPACITY;
D O I
10.1049/iet-com.2014.0227
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The authors propose a low complexity list successive cancellation (LCLSC) decoding algorithm, where the advantages of the successive cancellation (SC) decoding and the list successive cancellation (LSC) decoding are both considered. In the proposed decoding, SC decoding instead of LSC decoding is implemented when all information bits from bad subchannels are received reliably. While the reliability of each information bit is estimated by its likelihood ratio (LR), the bit channel quality is measured via its Bhattacharyya parameter. To achieve this goal, the authors introduce two thresholds: LR threshold and Bhattacharyya parameter threshold. Also, the methods to determine them are both elaborated. The numerical results suggest that the complexity of LCLSC decoding is much lower than LSC decoding and can be close to that of SC decoding, while the error performance is almost equal to that of LSC decoding. Especially, when the code rate is in low region, the advantage of our decoding is more obvious.
引用
收藏
页码:3145 / 3149
页数:5
相关论文
共 15 条
  • [1] Polar Codes for the m-User Multiple Access Channel
    Abbe, Emmanuel
    Telatar, Emre
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (08) : 5437 - 5448
  • [2] A performance comparison of polar codes and reed-muller codes
    Arikan, Erdal
    [J]. IEEE COMMUNICATIONS LETTERS, 2008, 12 (06) : 447 - 449
  • [3] Source Polarization
    Arikan, Erdal
    [J]. 2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, : 899 - 903
  • [4] Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels
    Arikan, Erdal
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (07) : 3051 - 3073
  • [5] List successive cancellation decoding of polar codes
    Chen, K.
    Niu, K.
    Lin, J. R.
    [J]. ELECTRONICS LETTERS, 2012, 48 (09) : 500 - U52
  • [6] Fan Y., IEEE T SIGNAL PROCES
  • [7] Low-Complexity Soft-Output Decoding of Polar Codes
    Fayyaz, Ubaid U.
    Barry, John R.
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (05) : 958 - 966
  • [8] Goela N., 2010, PROC IEEE INF THEORY, P1
  • [9] Rate-Dependent Analysis of the Asymptotic Behavior of Channel Polarization
    Hassani, S. Hamed
    Mori, Ryuhei
    Tanaka, Toshiyuki
    Urbanke, Ruediger L.
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (04) : 2267 - 2276
  • [10] Korada S. B., 2009, THESIS EPFL