室内场景下大规模MIMO系统性能分析

Qichang Li, Liu Liu, C. Tao, Yanping Lu, T. Zhou, Zhongliang Wei
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引用次数: 1

摘要

大规模多输入多输出(MIMO)是第五代无线通信系统的潜在候选关键技术。在迄今为止的研究中,许多研究都是基于具有独立和同分布(i.i.d)的理论渠道。瑞利信道。在本文中,我们重点研究了大规模MIMO系统在真实传播环境中的性能,特别是使用大型线性和圆形天线阵列的真实室内场景的信道性能。在大规模MIMO中,随着天线数量的增加,天线数量远远大于用户数量,用户信道间的奇异值差变小,信道间的正交性变好,并且奇异值差在信道实现上变得更加稳定。奇异值扩散的稳定性意味着可以在很大程度上避免不良的信道条件。通过对大规模MIMO系统的奇异值扩展进行分析,表明所测信道的性能可以接近于普通瑞利信道。因此可以得出结论,大规模MIMO的理论优势也可以在实际信道中得到体现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Analysis of a Massive MIMO System in Indoor Scenario
Massive multiple-input multiple-output (MIMO) is a potential candidate key technology for the fifth generation of wireless communication systems. In research to date, many investigations are based on theoretical channels with independent and identically distributed (i.i.d.) Rayleigh channels. In this paper, we focus on how a massive MIMO system performs in real propagation environments, specifically on channel performance of a realistic indoor scenario using large linear and circular antenna arrays. With massive MIMO, as the number of antennas increases and becomes much larger than the number of users, we get smaller singular value spreads and better orthogonality between user channels, what's more, the singular value spreads become more stable over channel realizations. The stability of singular value spread implies that bad channel conditions can be largely avoided. By analyzing the singular value spread of a massive MIMO system, it shows the measured channel can achieve performance close to the i.i.d. Rayleigh channel. So it can be conclude that the theoretical advantages of massive MIMO can also be harvest in real channel.
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