Low Complexity List Decoding for Polar Codes with Multiple CRC Codes

被引:7
作者
Kim, Jong-Hwan [1 ]
Kim, Sang-Hyo [1 ]
Jang, Ji-Woong [2 ]
Kim, Young-Sik [3 ]
机构
[1] Sungkyunkwan Univ, Coll Informat & Commun Engn, Suwon 16419, South Korea
[2] Ulsan Coll, Dept Comp Sci, Ulsan 44022, South Korea
[3] Chosun Univ, Dept Informat & Commun Engn, Gwangju 61452, South Korea
关键词
polar codes; successive cancellation list decoding; multiple CRC codes; PERFORMANCE; CHANNELS; REGION;
D O I
10.3390/e19040183
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Polar codes are the first family of error correcting codes that provably achieve the capacity of symmetric binary-input discrete memoryless channels with low complexity. Since the development of polar codes, there have been many studies to improve their finite-length performance. As a result, polar codes are now adopted as a channel code for the control channel of 5G new radio of the 3rd generation partnership project. However, the decoder implementation is one of the big practical problems and low complexity decoding has been studied. This paper addresses a low complexity successive cancellation list decoding for polar codes utilizing multiple cyclic redundancy check ( CRC) codes. While some research uses multiple CRC codes to reduce memory and time complexity, we consider the operational complexity of decoding, and reduce it by optimizing CRC positions in combination with a modified decoding operation. Resultingly, the proposed scheme obtains not only complexity reduction from early stopping of decoding, but also additional reduction from the reduced number of decoding paths.
引用
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页数:13
相关论文
共 28 条
[1]   Polar Codes for the m-User Multiple Access Channel [J].
Abbe, Emmanuel ;
Telatar, Emre .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (08) :5437-5448
[2]  
[Anonymous], P 3GPP TSG RAN WG1 M
[3]  
[Anonymous], ARXIV160908813
[4]  
[Anonymous], P IEEE AS SOL STAT C
[5]  
[Anonymous], 2016, P 3GPP TSG RAN WG1 M
[6]  
Arikan E, 2012, IEEE INT SYMP INFO, P566, DOI 10.1109/ISIT.2012.6284254
[7]   Source Polarization [J].
Arikan, Erdal .
2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, :899-903
[8]   Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels [J].
Arikan, Erdal .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (07) :3051-3073
[9]   LLR-Based Successive Cancellation List Decoding of Polar Codes [J].
Balatsoukas-Stimming, Alexios ;
Parizi, Mani Bastani ;
Burg, Andreas .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (19) :5165-5179
[10]   Reduce the Complexity of List Decoding of Polar Codes by Tree-Pruning [J].
Chen, Kai ;
Li, Bin ;
Shen, Hui ;
Jin, Jie ;
Tse, David .
IEEE COMMUNICATIONS LETTERS, 2016, 20 (02) :204-207