The Design of Protograph LDPC Codes as Source Codes in a JS']JSCC System

被引:33
作者
Chen, Chen [1 ]
Wang, Lin [1 ]
Liu, Sanya [1 ]
机构
[1] Xiamen Univ, Dept Commun Engn, Xiamen 361005, Peoples R China
基金
中国国家自然科学基金;
关键词
Source coding; protograph LDPC; source decoding threshold; and [!text type='JS']JS[!/text]CC;
D O I
10.1109/LCOMM.2018.2804382
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Although joint source-channel coding (JSCC) based on double protograph low-density parity-check (LDPC) codes has been shown to be an excellent solution for wireless communication, the protograph LDPC code for source coding needs to be optimized to improve the error-floor performance. In this letter, first, it is found that optimized protograph LDPC codes for channel coding are not optimal for source compression, which indicates that the source codes in the JSCC systems need to be designed specifically. Second, a rate-1/2 source code is designed by using the source decoding threshold as evaluation criteria. Finally, low rate source codes are designed by code lengthening. The protograph extrinsic information transfer analysis and the bit error rate simulation have shown that the proposed source codes obtain higher source decoding thresholds than conventional codes, which extend the range of compressible source entropies and improve the error-floor performance in the JSCC system.
引用
收藏
页码:672 / 675
页数:4
相关论文
共 14 条
[1]   Matching Criterion Between Source Statistics and Source Coding Rate [J].
Chen, Chen ;
Wang, Lin ;
Xiong, Zixiang .
IEEE COMMUNICATIONS LETTERS, 2015, 19 (09) :1504-1507
[2]   Performance Improvement of JS']JSCC Scheme Through Redesigning Channel Code [J].
Chen, Qiwang ;
Wang, Lin ;
Hong, Shaohua ;
Xiong, Zixiang .
IEEE COMMUNICATIONS LETTERS, 2016, 20 (06) :1088-1091
[3]   Capacity-Approaching Protograph Codes [J].
Divsalar, Dariush ;
Dolinar, Sam ;
Jones, Christopher R. ;
Andrews, Kenneth .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2009, 27 (06) :876-888
[4]   Joint Source and Channel Coding [J].
Fresia, Maria ;
Perez-Cruz, Fernando ;
Poor, H. Vincent ;
Verdu, Sergio .
IEEE SIGNAL PROCESSING MAGAZINE, 2010, 27 (06) :104-113
[5]   LOW-DENSITY PARITY-CHECK CODES [J].
GALLAGER, RG .
IRE TRANSACTIONS ON INFORMATION THEORY, 1962, 8 (01) :21-&
[6]  
He J., 2012, P INT S COMM INF TEC P INT S COMM INF TEC, P213
[7]   Construction of Near-Capacity Protograph LDPC Code Sequences With Block-Error Thresholds [J].
Pradhan, Asit Kumar ;
Thangaraj, Andrew ;
Subramanian, Arunkumar .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2016, 64 (01) :27-37
[8]   LDPC-Based iterative joint source-channel decoding for JPEG2000 [J].
Pu, Lingling ;
Wu, Zhenyu ;
Bilgin, Ali ;
Marcellin, Michael W. ;
Vasic, Bane .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (02) :577-581
[9]  
Thorpe J., 2003, IPN PROG REP
[10]  
Nguyen VT, 2016, PROC INT CONF ADV, P282, DOI 10.1109/ATC.2016.7764790