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On the capacity of additive white alpha-stable noise channels

机译:关于添加性白色α稳定噪声通道的容量

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Many communication channels are reasonably modeled to be impaired by additive noise. Recent studies suggest that many of these channels are affected by additive noise that is best explained by alpha-stable statistics. We study in this work such channel models and we characterize the capacity-achieving input distribution for those channels under fractional order moment constraints. We prove that the optimal input is necessarily discrete with a compact support for all such channels. Interestingly, if the second moment is viewed as a measure of power, even when the channel input is allowed to have infinite second moment, the optimal one is found to have finite power.
机译:许多通信信道是通过附加噪声损害的合理建模。最近的研究表明,许多这些渠道受到最佳的α稳定统计所解释的附加噪声的影响。我们在这项工作中学习此类渠道模型,我们在分数阶矩约束下表征了这些频道的能力实现输入分布。我们证明了最佳输入必须具有对所有这些频道的紧凑载体的离散。有趣的是,如果第二个时刻被视为功率的量度,即使允许频道输入具有无限的第二刻,也发现最佳的电源。

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