论文标题
对于非常大的MIMO,性能如何用天线数尺度?
How Does Performance Scale with Antenna Number for Extremely Large-Scale MIMO?
论文作者
论文摘要
非常大的多输入多输出(XL-MIMO)通信对应于其天线大小如此之大的系统,以至于常规假设(例如均匀的平面波(UPW)撞击)不再有效。本文研究了基于通用球形波前传播模型的XL-MIMO通信的通道建模和性能分析。首先,对于与最佳最大比率组合/传输(MRC/MRT)的单用户上行链路/下行链路通信,我们严格地得出了由此产生的信噪比(SNR)的新的闭合形式表达式(SNR),其中包括基于UPW假设的常规SNR表达式。我们的结果表明,与其用基站(BS)天线数$ m $线性缩放,带有更通用的球形波前模型的SNR随着$ M $的增加而增加,并缩小回报,由称为Angular Span的新参数控制。从我们的推导中,一个重要的发现是需要引入一个新的距离标准,称为临界距离,以补充经典的雷利距离,以分离近场和远场传播区域。雷利距离基于阵列元件之间的相位差,因此取决于天线的电大小,但临界距离关心振幅/功率差,仅取决于其物理尺寸。然后,我们将研究扩展到多用户XL-MIMO通信系统,为此,我们证明了用户间干扰(IUI)不仅可以通过角度分离来减轻,而且可以通过沿着同一方向进行距离分离来减轻。这提供了一种新的自由度(DOF),用于干扰XL-Mimo。
Extremely large-scale multiple-input multiple-output (XL-MIMO) communications correspond to systems whose antenna size is so large that conventional assumptions, such as uniform plane wave (UPW) impingement, are no longer valid. This paper studies the channel modelling and performance analysis of XL-MIMO communication based on the generic spherical wavefront propagation model. First, for the single-user uplink/downlink communication with the optimal maximum ratio combining/transmission (MRC/MRT), we rigorously derive a new closed-form expression for the resulting signal-to-noise ratio (SNR), which includes the conventional SNR expression based on UPW assumption as a special case. Our result shows that instead of scaling linearly with the base station (BS) antenna number $M$, the SNR with the more generic spherical wavefront model increases with $M$ with diminishing return, governed by a new parameter called angular span. One important finding from our derivation is the necessity to introduce a new distance criterion, termed critical distance, to complement the classical Rayleigh distance for separating the near- and far-field propagation regions. While Rayleigh distance is based on the phase difference across array elements and hence depends on the electrical size of the antenna, the critical distance cares about the amplitude/power difference and only depends on its physical size. We then extend the study to the multi-user XL-MIMO communication system, for which we demonstrate that inter-user interference (IUI) can be mitigated not just by angle separation, but also by distance separation along the same direction. This offers one new degree of freedom (DoF) for interference suppression with XL-MIMO.