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Full-Duplex Cell-Free Massive MIMO

机译:全双工无蜂窝大规模MIMO

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摘要

This work studies a novel full-duplex (FD) cell-free massive multiple-input multiple-output (MIMO) network, where a very large number of multiple-antenna access points (APs) simultaneously serve many single-antenna uplink and downlink users in the same frequency band. The APs operate in the FD mode while the users in the half-duplex (HD) mode. The APs apply a simple conjugate beamforming/matched filtering scheme with the channel state information acquired via the uplink training with orthogonal pilots transmitted from the users. By an analysis with a large number of APs, residual self-interference (RI) is proved to be the main limitation of the cell-free massive MIMO systems. A simple power control method to mitigate this limitation is also proposed. The closedform expressions of uplink and downlink achievable rates are derived with a finite number of APs and the channel estimation error taken into account. Under considered parameter settings, numerical results show that when the RI is sufficiently low, the FD mode can achieve a spectral efficiency gain of 140% over the HD mode in the cell-free massive MIMO system. They also confirm that the FD cell-free massive MIMO systems outperform the FD collocated massive MIMO systems in terms of spectral efficiency.
机译:这项工作研究了一种新颖的全双工(FD)无小区大规模多输入多输出(MIMO)网络,其中大量的多天线接入点(AP)同时为许多单天线上下行用户提供服务在相同的频段。 AP在FD模式下运行,而用户在半双工(HD)模式下运行。 AP将简单的共轭波束成形/匹配滤波方案与通过从用户发送的正交导频的上行链路训练获取的信道状态信息一起应用。通过大量AP的分析,证明残留自干扰(RI)是无小区大规模MIMO系统的主要限制。还提出了减轻这种限制的一种简单的功率控制方法。利用有限数量的AP导出上行链路和下行链路可达到速率的封闭式表达式,并考虑信道估计误差。在考虑的参数设置下,数值结果表明,在无蜂窝大规模MIMO系统中,当RI足够低时,FD模式可以比HD模式获得140%的频谱效率增益。他们还证实,在频谱效率方面,无FD的无蜂窝大规模MIMO系统优于FD并置的大规模MIMO系统。

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