Low Complexity Iterative Receiver With Lossless Information Transfer for Non-Binary LDPC Coded PDMA System

被引:4
|
作者
Ding, Hanqing [1 ]
Liu, Qingqing [2 ]
Ding, Zihang [3 ]
Xu, Jin [1 ]
Zhang, Zhe [1 ]
Liu, Weihua [1 ]
Chen, Xueyan [1 ]
机构
[1] Zhengzhou Univ Light Ind, Sch Comp & Commun Engn, Zhengzhou 450001, Peoples R China
[2] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[3] Zhengzhou Univ Light Ind, Int Educ Coll, Zhengzhou 450001, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷
基金
中国国家自然科学基金;
关键词
Message passing; Switched mode power supplies; Decoding; Computational complexity; Parity check codes; Phase shift keying; PDMA; GAMP; NB-LDPC; IDD; iterative optimization; LOW-DENSITY SIGNATURE; PARITY-CHECK CODES; MULTIPLE-ACCESS; DESIGN;
D O I
10.1109/ACCESS.2020.3016697
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we first proposed a non-binary low-density parity-check (NB-LDPC) coded pattern division multiple access (PDMA) scheme with the order of the Galois field equal to the size of modulation alphabet which can avoid the symbol-to-bit or bit-to-symbol probability conversion between the detector and decoder as in binary coded system. Specifically, we considered a 4-ary LDPC over Galois field (GF(4)-LDPC) coded PDMA system with quadrature phase shift keying (QPSK) modulation. At the receiver side, Gaussian approximation based message passing (GAMP) detection algorithm instead of standard message passing (SMP) is employed to achieve a tradeoff between the computational complexity and the detection performance. When iterative detection and decoding (IDD) algorithm is used, the symbol-wise extrinsic information of the detector and GF(4)-LDPC decoder can be exchanged without information loss. At last, we proposed a symbol-wise EXIT (S-EXIT) based iterative optimization algorithm to improve the system performance. Both the S-EXIT chart based analysis and numerical simulation results show the validity of the proposed scheme above.
引用
收藏
页码:150964 / 150973
页数:10
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