Extremely large-scale multiple-input multiple-output (XL-MIMO) communication aims to further boost the antenna size significantly than current massive MIMO systems, for which conventional far-field assumption with uniform plane wave (UPW) model may become invalid. This paper studies the modelling and performance analysis for multi-user XL-MIMO communication. With the spherical wavefront phase modelling, and also by taking into account the variations of signal amplitude and projected aperture across array elements, the performance of the three typical beamforming schemes are analyzed, namely the maximal-ratio combining (MRC), zero-forcing (ZF), and minimum mean-square error (MMSE) beamforming. For the special case of two-users, we analytically show that the signal-to-interference-plus-noise ratio (SINR) of all the three beamforming schemes increases as the channels' correlation coefficient decreases. Furthermore, compared to existing UPW model where inter-user interference (IUI) can only be suppressed in angular domain, XL-MIMO enables a new degree-of-freedom (DoF) for IUI suppression by distance separation, even for users along the same direction. Simulation results are provided to validate the modelling and performance analysis of multi-user XL-MIMO communications.
翻译:极大规模多投入多输出(XL-MIMO)通信旨在进一步大大提升天线的尺寸,使其大大超过目前大型的MIMO系统,而目前大型的MIMO系统可能已经失效。本文研究多用户XL-MIMO通信模式的建模和性分析。随着球形波前阶段建模,还考虑到信号振幅变化和阵列各元素的预测孔径,对三种典型的波形成型办法的性能进行了分析,即最大拉比组合(MRC)、零力推(ZF)和最低平均差(MMSE)系统成型。对于两个用户的特殊情况,我们分析表明,所有三种波形计划的信号对干涉加音比随着频道相关系数的下降而增加。此外,与现有的UPW模型相比,三个典型的功能成型办法的性能(IUI)只能在角域内受到抑制,XL-MIMIMO使I的用户能够以新的程度和甚自由的模拟性模拟结果进行XIMI的S-imal-L模拟分析。