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Leveraging D2D Communication to Maximize the Spectral Efficiency of Massive MIMO Systems

机译:利用D2D通信最大化大规模mImO系统的频谱效率

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摘要

In this paper, we investigate offloading of UEs in D2D mode for a massive MIMO system, where the base station (BS) is equipped with a large, but finite number of antennas and the total number of UEs is kept fixed. We derive closedform expressions for the bounds of the overall capacity of the system. Our results reveal that there exists an optimal user offload fraction, which maximizes the overall capacity. This fraction is strongly coupled with the network parameters such as the number of antennas at the BS, D2D link distance and the transmit SNR at both the UE and the BS. Given a set of network parameters, careful tuning of the offload fraction can provide up to 5× capacity gains.
机译:在本文中,我们研究了大规模MIMO系统在D2D模式下UE的卸载情况,该系统的基站(BS)配备了很大但数量有限的天线,并且UE的总数保持固定。我们得出系统整体能力范围的封闭形式表达式。我们的结果表明,存在最佳的用户卸载比例,可以最大程度地提高整体容量。这部分与网络参数(如BS处的天线数量,D2D链路距离以及UE和BS处的发射SNR)紧密相关。在给定一组网络参数的情况下,仔细调整卸载比例可以提供多达5倍的容量增益。

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