毫米波大规模MIMO的相位噪声分析:通过平铺结构缩放的设计框架

M. Rasekh, M. Abdelghany, Upamanyu Madhow, M. Rodwell
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引用次数: 10

摘要

我们考虑了一种平铺结构,用于扩展毫米波(mmWave)大规模MIMO上行链路,以支持大量同时用户,目标是每个用户的数据速率达到数gbps。在本文中,我们的目标是评估相位噪声对MIMO性能的影响,相位噪声被广泛认为是高载波频率和大带宽下的一个重要瓶颈。我们的分析提供了一个跨层设计框架,硬件设计人员可以使用它来确定不同电路元件的相位噪声功率谱密度的允许掩模。对于典型设置,我们得出结论,通过增加瓦片数量(每个瓦片支持固定数量的天线单元)来扩展到大量的天线单元在两个方面具有吸引力:(1)对于固定数量的用户,降低负载因子(用户数量与天线数量的比率)可以改善具有相位噪声的性能,并且(2)每个瓦片产生的独立相位噪声在瓦片之间被平均。我们举例说明了标称140 GHz系统中每用户数据速率为10 Gbps的数值结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Phase noise analysis for mmwave massive MIMO: a design framework for scaling via tiled architectures
We consider a tiled architecture for scaling a millimeter wave (mmWave) massive MIMO uplink to support a large number of simultaneous users, targeting per-user data rates of multi-Gbps. Our goal in this paper is to evaluate the impact of phase noise, which is widely considered to be a significant bottleneck at high carrier frequencies and large bandwidths, on MIMO performance. Our analysis provides a cross-layer design framework which can be employed by hardware designers to determine allowable masks for the phase noise power spectral density for different circuit components. For typical settings, we conclude that scaling up to a large number of antenna elements by increasing the number of tiles (each tile supporting a fixed number of antenna elements) is attractive in two ways: (1) for a fixed number of users, reducing the load factor (ratio of number of users to number of antennas) improves performance with phase noise, and (2) the independent phase noise generated at each tile gets averaged across tiles. We illustrate our numerical results for a nominal 140 GHz system with per-user data rates of 10 Gbps.
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