Achievability of the Rate-Distortion Function in Binary Uniform Source Coding With Side Information

被引:0
|
作者
Sechelea, Andrei [1 ,3 ]
Munteanu, Adrian [1 ,3 ]
Pizurica, Aleksandra [2 ,3 ]
Deligiannis, Nikos [1 ,3 ]
机构
[1] Vrije Univ Brussel, Dept Elect & Informat, Brussels, Belgium
[2] Univ Ghent, Dept Telecommun & Informat Proc, Ghent, Belgium
[3] IMinds, Gaston Crommenlaan 8 B102, B-9050 Ghent, Belgium
关键词
Source coding with side information; Wyner-Ziv coding; rate-distortion function; CHANNEL CAPACITY;
D O I
10.1109/ICT.2016.7500428
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 work we consider asymmetric correlation channels and focus on the achievability of the rate-distortion function when the source is binary uniform. This lies in contrast with conventional symmetric correlation channel models employed in the literature. The rate-distortion function for binary source coding with correlated side information is expressed as a function of an auxiliary random variable with an alphabet size smaller or equal to three. Complementing our recent findings on the problem, we propose a numerical analysis of the differences between assuming binary and ternary auxiliary variables in the derivation of the rate distortion bound. We also show that, even if the proposed bound does not admit an analytical expression, it always admits a unique solution.
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页数:5
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