Polar Coded Iterative Multiuser Detection for Sparse Code Multiple Access System

被引:11
|
作者
Mu, Hang [1 ]
Tang, Youhua [2 ]
Li, Li [1 ]
Ma, Zheng [1 ]
Fan, Pingzhi [1 ]
Xu, Weiqiang [3 ]
机构
[1] Southwest Jiaotong Univ, Sch Informat Sci & Technol, Chengdu 610031, Sichuan, Peoples R China
[2] Natl Engn Lab Integrated Traff Data Applicat Tech, Chengdu 610031, Sichuan, Peoples R China
[3] Zhejiang Sci Tech Univ, Sch Informat Sci & Technol, Hangzhou 310018, Zhejiang, Peoples R China
关键词
iterative multiuser receiver; polar code; sparse code multiple access (SCMA);
D O I
10.1109/CC.2018.8543048
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Polar coded sparse code multiple access (SCMA) system is conceived in this paper. A simple but new iterative multiuser detection framework is proposed, which consists of a message passing algorithm (MPA) based multiuser detector and a soft-input soft-output (SISO) successive cancellation (SC) polar decoder. In particular, the SISO polar decoding process is realized by a specifically designed soft re-encoder, which is concatenated to the original SC decoder. This soft re-encoder is capable of reconstructing the soft information of the entire polar codeword based on previously detected log-likelihood ratios (LLRs) of information bits. Benefiting from the soft re-encoding algorithm, the resultant iterative detection strategy is able to obtain a salient coding gain. Our simulation results demonstrate that significant improvement in error performance is achieved by the proposed polar-coded SCMA in additive white Gaussian noise (AWGN) channels, where the performance of the conventional SISO belief propagation (BP) polar decoder aided SCMA, the turbo coded SCMA and the low-density parity-check (LDPC) coded SCMA are employed as benchmarks.
引用
收藏
页码:51 / 61
页数:11
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