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Interference alignment: From degrees-of-freedom to constant-gap capacity approximations

机译:干扰对准:从自由度到恒定间隙容量近似

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Interference alignment is a key technique for communication scenarios with multiple interfering links. In several such scenarios, interference alignment was used to characterize the degrees-of-freedom of the channel. However, these degrees-of-freedom capacity approximations are often too weak to make accurate predictions about the behavior of channel capacity at finite signal-to-noise ratios. The aim of this paper is to significantly strengthen these results by showing that interference alignment can be used to characterize capacity to within a constant gap. We focus on real time-invariant frequency-flat X-channels, for which only the degrees-of-freedom are known. We propose a new communication scheme and show that it achieves the capacity of the Gaussian X-channel to within a constant gap. To aid in this process, we develop a novel deterministic channel model, admitting a wider range of achievable schemes that can be translated to the Gaussian channel. For this deterministic model, we find an approximately optimal communication scheme. We then translate this scheme for the deterministic channel to the original Gaussian X-channel and show that it achieves capacity to within a constant gap. This is the first constant-gap result for a fully-connected network requiring interference alignment.
机译:干扰对齐是具有多个干扰链路的通信场景的一项关键技术。在几种这样的情况下,干扰对准被用来表征信道的自由度。但是,这些自由度容量近似值通常太弱,无法对有限信噪比下的信道容量行为做出准确的预测。本文的目的是通过证明干扰对准可用于在恒定间隙内表征容量来显着增强这些结果。我们专注于实时不变的频率平坦的X通道,对于这些通道,仅自由度是已知的。我们提出了一种新的通信方案,并表明它可以在恒定的间隙内实现高斯X通道的容量。为了协助这一过程,我们开发了一种新颖的确定性信道模型,允许使用更多可实现的方案,这些方案可以转换为高斯信道。对于这种确定性模型,我们找到一种近似最佳的通信方案。然后,我们将确定性通道的此方案转换为原始的高斯X通道,并表明它在恒定的间隙内实现了容量。这是要求干扰对齐的完全连接网络的第一个恒定间隙结果。

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