Optimized Concatenated LDPC Codes for Joint Source-Channel Coding

被引:20
|
作者
Fresia, Maria [1 ]
Perez-Cruz, Fernando [1 ]
Poor, H. Vincent [1 ]
机构
[1] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
关键词
D O I
10.1109/ISIT.2009.5205766
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper a scheme for joint source-channel coding based on low-density-parity-check (LDPC) codes is investigated. Two concatenated independent LDPC codes are used in the transmitter: one for source coding and the other for channel coding, with a joint belief propagation decoder. The asymptotic behavior is analyzed using EXtrinsic Information Transfer (EXIT) charts and this approximation is corroborated with illustrative experiments. The optimization of the degree distributions for our sparse code to maximize the information transmission rate is also considered.
引用
收藏
页码:2131 / 2135
页数:5
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    20154601541784
    [J]. (1) Shenzhen Research Institute, Xiamen University, Shenzhen; 518057, China; (2) Department of Electrical and Computer Engineering, McMaster University, Hamilton; ON; L8S4K1, Canada; (3) Department of Communication Engineering, Xiamen University, Xiamen; 361005, China, 1600, CWC Nippon; Yokohama National University (YNU) (IEEE Computer Society):