利用大规模MIMO空间自由度来减少随机访问延迟

Fatima Ahsan, A. Sabharwal
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引用次数: 3

摘要

随机接入是几乎所有无线网络的关键组成部分,它影响着通信的整体频谱效率和延迟。在本文中,我们分析表明,空间自由度,例如在大规模MIMO系统中可用,可以潜在地利用来减少随机访问延迟。利用单环传播模型,我们评估了随机接入碰撞概率如何依赖于阵列孔径大小和用户信号到达角(AoAs)在基站的传播,作为用户密度和随机接入码数的函数。我们的数值评估表明,对于室外环境中实际大小的大型阵列,碰撞概率的显著降低是可能的,这反过来又可以减少随机访问延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Leveraging massive MIMO spatial degrees of freedom to reduce random access delay
Random access is a crucial building block for nearly all wireless networks, and impacts both the overall spectral efficiency and latency in communication. In this paper, we analytically show that the spatial degrees of freedom, e.g. available in massive MIMO systems, can potentially be leveraged to reduce random access latency. Using one-ring propagation model, we evaluate how the random access collision probability depends on the aperture size of the array and the spread of user's signal Angle-of-Arrivals (AoAs) at the base-station, as a function of the user-density and the number of random access codes. Our numerical evaluation shows that for practically sized large arrays in outdoor environments, a significant reduction in collision probability is possible, which in turn can decrease the random access latency.
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