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On Dualities in Multiterminal Coding Problems

机译:关于多态编码问题的二元

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摘要

It has been shown recently that tinder certain conditions there exist dualities between different multiterminal (MT) source and channel coding problems. Following these results, we study lossless MT source coding and deterministic MT channel coding problems and point out different dualities between them. In particular, we show that there exists a functional duality between a Slepian-Wolf (SW) coding problem and a deterministic broadcast channel (DBC) coding problem and between a lossless multiple description (MD) coding problem and a deterministic multiple access channel (DMAC) coding problem. In analogy to the duality established between DBC and DMAC coding problems, we further propose a similar duality between SW and lossless MD coding problems; in this way, we form a closed "duality loop " of four MT coding problems, which imposes the existence of a single common rate point in the achievable rate regions of all four dual problems. We also consider duality in zero-error MT coding and shed light on practical code design with an example. Finally, the extension to the case with only one lossless/deterministic component in the source/channel coding problem is provided.
机译:最近已经表明,在不同的多立体(MT)源和信道编码问题之间存在一定的条件。在这些结果之后,我们研究无损MT源编码和确定性MT信道编码问题,并指出它们之间的不同二元。特别是,我们表明,存在一个的Slepian-沃尔夫(SW)的编码问题和确定性广播信道(DBC)的编码问题之间和无损多描述(MD)的编码问题和确定性的多址信道之间的功能性对偶(DMAC )编码问题。类似于DBC与DMAC编码问题之间建立的二元性,我们进一步提出了SW和无损MD编码问题的类似二元性;以这种方式,我们形成了四个MT编码问题的封闭的“二元循环”,这强加了所有四个双重问题的可实现的速率区域中的单个公共速率点的存在。我们还考虑在实际代码设计中对零误差MT编码和棚光的二元性。最后,提供了在源/信道编码问题中仅具有一个无损/确定性组件的情况的扩展。

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