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Area Spectral Efficiency and Energy Efficiency Analysis in Downlink Massive MIMO Systems

机译:下行大规模MIMO系统的区域频谱效率和能效分析

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We consider the downlink multi-user multi-cell massive MIMO systems, assuming that the number of antennas at base station (BS) and the number of users are large. Our system model accounts for channel estimation, pilot contamination, and uniformly random user location distribution. We derive the approximation of area spectral efficiency (ASE) with regularized zero-forcing (RZF) precoding technique which are proven to be accurate via simulation results. With a realistic power consumption model considering not only transmit power but also the fundamental power for operating the circuit at transmitter and receiver, we analyze the performance of area energy efficiency (AEE). Finally, based on the proposed power consumption model, we determine the optimal number of antennas at BS aimed at maximizing AEE when transmit power is given.
机译:假设基站(BS)的天线数量和用户数量很大,我们考虑下行链路多用户多小区大规模MIMO系统。我们的系统模型考虑了信道估计,导频污染以及统一的随机用户位置分布。我们使用正则化的强制零强制(RZF)预编码技术推导了区域频谱效率(ASE)的近似值,通过仿真结果证明该方法是准确的。利用一个现实的功耗模型,不仅要考虑发射功率,还要考虑在发射器和接收器处操作电路的基本功率,因此,我们分析了区域能效(AEE)的性能。最后,基于所提出的功耗模型,我们确定了基站的最佳天线数量,旨在在给定发射功率时最大化AEE。

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