Users association in small cell networks with massive MIMO

Radwa A. Sultan, Lingyang Song, Karim G. Seddik, Zhu Han
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引用次数: 4

Abstract

In this paper, an investigation of the effect of deploying massive MIMO in two-tier cellular networks is presented. In our model, the macrocell base station (BS) as well as femtocell access points (FAPs) are equipped with a very large number of antennas. Each mobile user will attempt to connect to the BS or FAPs. However, it is assumed that the users may be biased to connect to FAPs rather than the BS. A resource allocation problem is formulated to find the optimal bias that maximizes the total system capacity while keeping the transmitted power from the BS and the FAPs within a certain limit. An algorithm for solving the optimization problem is proposed and numerical results are presented to illustrate how deploying massive MIMO can affect the optimal bias value and the total capacity. In addition, the performance of our proposed scheme is evaluated when using different precoding schemes.
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大规模MIMO小蜂窝网络中的用户关联
本文研究了在两层蜂窝网络中部署大规模MIMO的效果。在我们的模型中,宏蜂窝基站(BS)和飞蜂窝接入点(FAPs)都配备了大量的天线。每个移动用户都将尝试连接到BS或fap。然而,假设用户可能倾向于连接到fap而不是BS。为了使系统总容量最大化,同时使从基站和FAPs发射的功率保持在一定范围内,建立了资源分配问题。提出了一种求解优化问题的算法,并给出了数值结果来说明部署大规模MIMO对最优偏置值和总容量的影响。此外,在使用不同的预编码方案时,评估了我们提出的方案的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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