大规模MIMO系统中的空间宽带效应

Bolei Wang, F. Gao, Shi Jin, Hai-Hsing Lin, Geoffrey Y. Li
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引用次数: 8

摘要

对于大规模多输入多输出(MIMO)系统,与载波波长相比,两个天线之间的最远距离可能非常大。因此,电磁波穿过阵列孔径的物理传播延迟是不可忽视的,它会引起空间宽带效应,使系统设计与传统的只考虑频率宽带效应的系统设计有很大不同。以毫米波波段通信为例,展示了大规模MIMO系统中的空间宽带和频率宽带效应,即双宽带效应。我们首先讨论了一种新的双宽带信道模型。利用角度域和延迟域的信道稀疏性,提出了一种简单有效的信道估计算法。由于角延迟互易性,所提出的信道估计策略既适用于TDD通信系统,也适用于FDD通信系统。随后的数值结果表明,所提出的传输设计可以很好地解决双宽带效应,并且明显优于仅考虑频率-宽带效应的现有设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial-wideband effect in massive MIMO systems
For massive multiple-input multiple-output (MIMO) systems, the furthest distance between two antennas may be very large compared with the carrier wavelength. Therefore, the physical propagation delay of electromagnetic wave across the array aperture cannot be ignored, which will cause spatial-wideband effect and make the system design much different from the conventional one that only considers the frequency-wideband effect. Taking mmWave-band communications as an example, we demonstrate the spatial- and frequency-wideband effects, called the dual-wideband effects, in massive MIMO systems. We first discuss a new dual-wideband channel model. By exploiting the channel sparsity in the angle and the delay domains, we then develop a simple yet effective channel estimation algorithm. Thanks to the angular-delay reciprocity, the proposed channel estimation strategy is suitable for both TDD and FDD communication systems. The subsequent numerical results clarify that the proposed transmission design can well address the dual-wideband effects and significantly outperform the existing designs that only consider the frequency-wideband effect.
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