Gaussian Multiple Description Coding with Low-Density Generator Matrix Codes

被引:5
作者
Chen, Jun [1 ]
Zhang, Ying [1 ]
Dumitrescu, Sorina [1 ]
机构
[1] McMaster Univ, Dept Elect & Comp Engn, Hamilton, ON L8S 4K1, Canada
关键词
Lossy source coding; low-density generator matrix; message-passing algorithm; multiple description coding; quantization splitting; DESCRIPTION SCALAR QUANTIZERS; CORRELATING TRANSFORMS; VECTOR QUANTIZATION; DESIGN; RECEIVERS; CHANNELS; REGION; BOUNDS;
D O I
10.1109/TCOMM.2012.12.100562
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
It is shown that the coding problem for an arbitrary point on the dominant face of an L-description El Gamal-Cover (EGC) region can be converted to that for a vertex of a K-description EGC region for some K <= 2L - 1, where the latter problem can be solved via successive coding. A practical scheme is proposed for the quadratic Gaussian case by reducing each step in successive coding to a Gaussian quantization operation and implementing such an operation using low-density generator matrix codes. The effectiveness of this scheme is verified through extensive simulation experiments.
引用
收藏
页码:676 / 687
页数:12
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