论文标题

在接近零带宽方向下,强大的高斯联合源通道编码

Robust Gaussian Joint Source-Channel Coding Under the Near-Zero Bandwidth Regime

论文作者

Baniasadi, Mohammadamin, Tuncel, Ertem

论文摘要

实现失真噪声曲线所需的最小功率,即,研究了指示每个噪声水平的最大允许失真值的函数,研究了高斯源在带宽范围内的高斯通道上传输高斯通道的传输。提出了一个简单但有工具的下限,即给定轮廓的最小功率。对于上限,提出了基于肮脏的编码方案,并分析了其功率差异。最后,分析了最小功率的上限和下限,并比较了特定的失真噪声曲线,即具有一和第二顺序的理性曲线。

Minimum power required to achieve a distortion-noise profile, i.e., a function indicating the maximum allowed distortion value for each noise level, is studied for the transmission of Gaussian sources over Gaussian channels under a regime of bandwidth approaching zero. A simple but instrumental lower bound to the minimum required power for a given profile is presented. For an upper bound, a dirty-paper based coding scheme is proposed and its power-distortion tradeoff is analyzed. Finally, upper and lower bounds to the minimum power is analyzed and compared for specific distortion-noise profiles, namely rational profiles with order one and two.

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