一个可实现方案的链图表示法的扩展

S. Rini
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引用次数: 1

摘要

可实现方案的链图表示是最近引入的一种理论工具,用于推导基于叠加编码和分组的一般单跳多终端网络的可实现区域。它允许复杂传输策略的紧凑表示和对大量信道的相应可实现区域的推导。在本文中,我们扩展了原来的概念,包含了一种新的随机编码技术,它是叠加编码和分组的推广。使用这种编码策略,可以根据底码字条件地生成一个顶码本,并依次使用分箱在顶码字和底码字之间施加不同的条件分布。该策略所获得的区域与码字生成时的分布与码字生成后的分布之间的Kullback-Leibler散度有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An extension to the chain graph representation of an achievable scheme
The chain graph representations of an achievable scheme is a recently introduced theoretical tool to derive achievable regions based on superposition coding and binning for a general, single-hop, multi-terminal network. It allows for a compact representation of complex transmission strategies and the derivation of the corresponding achievable region for a large class of channels. In this paper we extend the original concept to include a new random coding technique that generalizes superposition coding and binning. With this coding strategy, one generates a top codebook conditionally dependent on the bottom codeword and successively uses binning to impose a different conditional distribution between top and bottom codewords. The region achieved with this strategy relates to the Kullback-Leibler divergence between the distribution of the codewords at generation and the distribution after binning.
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