在二进制擦除信道上广播二进制源的失真界

Louis Tan, A. Khisti, E. Soljanin
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引用次数: 13

摘要

研究了在汉明失真测量条件下,在信源信道带宽不匹配的双接收机擦除广播信道上广播二进制信源的问题。给定两个用户的失真约束,我们建立了所需最小延迟的下界,并表明该下界至少与从源信道分离定理得到的下界一样严格。我们的推导涉及采用Reznic等人(2006)给出的有关二次高斯源广播问题的外边界。外界的关键步骤是将Reznic等人使用的熵权不等式替换为适用于擦除广播信道的合适不等式。对于具有较好信道的用户需要无损重构的特殊情况,我们提出了一种基于混合数模传输技术的编码方案,并对内外界进行了数值计算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distortion bounds for broadcasting a binary source over binary erasure channels
We study the problem of broadcasting a binary source over a two-receiver erasure broadcast channel with source-channel bandwidth mismatch under a Hamming distortion measure. Given the distortion constraints of both users, we establish a lower bound for the minimum latency required and show that this bound is at least as tight as the one obtained from the source-channel separation theorem. Our derivation involves adapting an outer bound given by Reznic et al. (2006) for the related quadratic Gaussian source broadcast problem. The key step in our outer bound is to replace the entropy power inequality used by Reznic et al. with a suitable inequality for erasure broadcast channels. For the special case in which the user with the better channel requires lossless reconstruction, we present a coding scheme based on a hybrid digital-analog transmission technique and numerically evaluate both inner and outer bounds.
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