Spectral Efficiency of Very Large Multiuser MIMO Systems for Time-Selective Fading

Apoorva Chawla, A. Jagannatham
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引用次数: 2

Abstract

This paper investigates the uplink asymptotic performance of single-cell multiuser multiple-input multiple-output(MU-MIMO) system with a very large antenna array for time-selective fading channels, resulting from user mobility. To exploit the temporal correlation of the channel, the Kalman filter (KF) is developed for channel estimation, followed by its asymptotic performance analysis. A lower bound on the uplink achievable rate is obtained in the asymptotic limit of a large number of time slots and a finite number of base station (BS) antennas for linear receivers, such as the maximum ratio combiner (MRC) and zero-forcing (ZF) receiver. In addition the pertinent power scaling law is also derived for a large number of antennas. Finally, simulation results are presented to validate the analytical results.
超大多用户MIMO系统时选择性衰落的频谱效率
本文研究了在时间选择性衰落信道下,由用户移动性引起的单小区多用户多输入多输出(MU-MIMO)系统的上行渐近性能。为了利用信道的时间相关性,提出了用于信道估计的卡尔曼滤波器(KF),并对其渐近性能进行了分析。对于线性接收机,如最大比组合器(MRC)和强制零(ZF)接收机,在大量时隙和有限数量基站(BS)天线的渐近极限下,得到了上行可达速率的下界。此外,还推导了天线数量较大时的相应的功率缩放规律。最后给出了仿真结果来验证分析结果。
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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