密集型多输入多输出(MIMO):全息通信的信道建模、物理约束和性能评估

Y. Liu, M. Zhang, T. Wang, A. Zhang, M. Debbah
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引用次数: 0

摘要

作为第五代(5G)蜂窝网络的支柱,大规模多输入多输出(MIMO)在实际应用中遇到了一个重大挑战:如何在有限的空间内部署大量天线元件。最近,全息通信成为解决这一问题的潜在方案。它采用密集的天线阵列,并提供了可行的模型。然而,要实现这一创新概念,还必须应对一些挑战。其一是阵列中天线元件之间的相互耦合。当元件间距较小时,近场耦合会成为主要因素,严重限制阵列性能。另一个因素是电磁波的极化。第三是缺乏实际实验来展示全息通信系统的潜力和可能存在的缺陷。在本文中,我们提出了一个基于电磁波特性的电磁信道模型。此外,通过近似无限阵列,我们还从理论上研究了大规模密集天线阵列的性能限制,以挖掘拟议信道的潜力。此外,还进行了数值模拟和信道测量实验。研究结果表明,在有限空间内,耦合效应,尤其是元素间距小于一半波长时,是导致全息通信性能拐点的主要因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Densifying MIMO: Channel Modeling, Physical Constraints, and Performance Evaluation for Holographic Communications
As the backbone of the fifth-generation (5G) cellular network, massive multiple-input multiple-output (MIMO) encounters a significant challenge in practical applications: how to deploy a large number of antenna elements within limited spaces. Recently, holographic communication has emerged as a potential solution to this issue. It employs dense antenna arrays and provides a tractable model. Nevertheless, some challenges must be addressed to actualize this innovative concept. One is the mutual coupling among antenna elements within an array. When the element spacing is small, near-field coupling becomes the dominant factor that strongly restricts the array performance. Another is the polarization of electromagnetic waves. As an intrinsic property, it was not fully considered in the previous channel modeling of holographic communication. The third is the lack of real-world experiments to show the potential and possible defects of a holographic communication system. In this paper, we propose an electromagnetic channel model based on the characteristics of electromagnetic waves. This model encompasses the impact of mutual coupling in the transceiver sides and the depolarization in the propagation environment. Furthermore, by approximating an infinite array, the performance restrictions of large-scale dense antenna arrays are also studied theoretically to exploit the potential of the proposed channel. In addition, numerical simulations and a channel measurement experiment are conducted. The findings reveal that within limited spaces, the coupling effect, particularly for element spacing smaller than half of the wavelength, is the primary factor leading to the inflection point for the performance of holographic communications.
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