How to Modify Polar Codes for List Decoding

被引:0
作者
Rowshan, Mohammad [1 ]
Viterbo, Emanuele [1 ]
机构
[1] Monash Univ, Melbourne, Vic 3800, Australia
来源
2019 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT) | 2019年
基金
澳大利亚研究理事会;
关键词
Polar codes; successive cancellation; list decoding; code construction; bit-swapping;
D O I
10.1109/isit.2019.8849539
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Polar codes are constructed based on the reliability of bit-channels. This construction suits the successive cancellation (SC) decoding, where one error in the successive estimation of the bits fails the decoding. However, in SC list (SCL) decoding, the correct path may remain in the list by tolerating multiple penalties. This characteristic of list decoding demands a different approach in code construction. In this work, we modify the conventional construction by a greedy search algorithm in which a bit-swapping approach is employed to re-distribute the low-reliability bits in the sub-blocks aiming for a reduction in the probability of correct path elimination. The numerical results for polar codes of length 1 kb under CRC-aided SCL decoding show improvements of about 0.4 dB for R=0.8 and over 0.2 dB for R=0.5 at L=32.
引用
收藏
页码:1772 / 1776
页数:5
相关论文
共 13 条
  • [1] 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
  • [2] LLR-Based Successive Cancellation List Decoding of Polar Codes
    Balatsoukas-Stimming, Alexios
    Parizi, Mani Bastani
    Burg, Andreas
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (19) : 5165 - 5179
  • [3] He GN, 2017, IEEE GLOB COMM CONF
  • [4] Mondelli M, 2017, IEEE INT SYMP INFO, P1853, DOI 10.1109/ISIT.2017.8006850
  • [5] Performance and Construction of Polar Codes on Symmetric Binary-Input Memory less Channels
    Mori, Ryuhei
    Tanaka, Toshiyuki
    [J]. 2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 2009, : 1496 - 1500
  • [6] Qin M., 2017, IEEE COMMUNICATIONS, VPP, P1
  • [7] Repetition-assisted decoding of polar codes
    Rowshan, M.
    Viterbo, E.
    Micheloni, R.
    Marelli, A.
    [J]. ELECTRONICS LETTERS, 2019, 55 (05) : 270 - 271
  • [8] Rowshan M., 2018, 2018 IEEE 10th International Symposium on Turbo Codes Iterative Information Processing (ISTC), P1, DOI 10.1109/ISTC.2018.8625267
  • [9] Schürch C, 2016, IEEE INT SYMP INFO, P220, DOI 10.1109/ISIT.2016.7541293
  • [10] How to Construct Polar Codes
    Tal, Ido
    Vardy, Alexander
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (10) : 6562 - 6582