高斯源在AWGN信道上零延迟传输的失真-能量权衡

Erman Koken, E. Tuncel, Deniz Gündüz
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引用次数: 3

摘要

提出了一种可实现的无带宽限制的加性高斯白信道上的i.i.d高斯源零延迟传输方案,并分析了该方案的能量失真性能。根据问题的性质,必须分别传输每个源样本,但可以无限次地使用信道。引入了中断的概念,分析了无中断条件下的期望畸变。结果表明,对于任意停电概率,该方案可以在足够大的能量下逼近渐近衰减。提出的方案建立在源和信道编码分离的基础上,通过高分辨率的最优量化器对源进行量化。在高能量噪声比(ENR)情况下,该方案中获得给定失真水平所需的最小能量可以接近任意接近香农边界,这只能使用无限延迟来实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the distortion-energy tradeoff for zero-delay transmission of a Gaussian source over the AWGN channel
An achievable scheme for zero-delay transmission of an i.i.d. Gaussian source over an additive white Gaussian channel with no bandwidth limitation is introduced, and its energy-distortion performance is analyzed. By the nature of the problem, one must transmit each source sample separately but can use the channel infinitely many times. We introduce an outage concept, and analyze the expected distortion conditioned on no outage. We show that the proposed scheme can approach to the asymptotical decay for large enough energy for arbitrary outage probability. The proposed scheme builds on separation of source and channel coding, whereby the source is quantized with a high-resolution optimal quantizer. In the high energy-to-noise ratio (ENR) regime, the minimum energy required to obtain a given distortion level in the proposed scheme can approach arbitrarily close the Shannon bound, which can only be achieved using infinite delay.
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