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Full-Duplex Cell-Free Massive MIMO

机译:全双工无细胞大规模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型全双工(FD)无细胞大规模多输入多输出(MIMO)网络,其中非常大量的多天线接入点(AP)同时为许多单天线上行链路和下行链路用户提供服务在相同的频带中。 APS在FD模式下运行,而半双工(HD)模式中的用户。 APS应用简单的共轭波束成形/匹配过滤方案,其中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。通过具有大量AP的分析,证明残留的自干扰(RI)是无细胞大规模MIMO系统的主要限制。还提出了一种简单的功率控制方法来缓解此限制。上行链路和下行链路可实现的速率的闭合格式表达率通过有限数量的AP和考虑的信道估计错误导出。在考虑参数设置下,数值结果表明,当RI足够低时,FD模式可以在无单元的大规模MIMO系统中通过高清模式实现140%的光谱效率增益。他们还确认了FD无细胞大规模MIMO系统在光谱效率方面优于FD搭配的大规模MIMO系统。

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