双散射通道下的多小区海量MIMO性能

Trinh Van Chien, Emil Björnson, E. Larsson
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引用次数: 13

摘要

本文研究了不同信道模型下多小区海量多输入多输出(MIMO)的频谱效率(SE)。先前的工作已经推导出高斯分布通道的封闭形式SE边界和近似,而我们考虑的是双散射模型-非高斯通道的一个典型例子,它难以获得封闭形式SE表达式。使用有限的资源估计通道,这会导致导频污染,并且估计用于线性检测和数值计算SE。通过分析和数值算例描述了双散射模型与传统大规模MIMO模型的不同之处。最后,我们提供了多单元模拟结果,将双散射模型与不相关的瑞利衰落进行了比较,并解释了在什么条件下我们可以期望实现类似的se。
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Multi-cell massive MIMO performance with double scattering channels
This paper investigates the spectral efficiency (SE) of multi-cell Massive Multi-Input Multi-Output (MIMO) using different channel models. Prior works have derived closed-form SE bounds and approximations for Gaussian distributed channels, while we consider the double scattering model — a prime example of a non-Gaussian channel for which it is intractable to obtain closed form SE expressions. The channels are estimated using limited resources, which gives rise to pilot contamination, and the estimates are used for linear detection and to compute the SE numerically. Analytical and numerical examples are used to describe the key behaviors of the double scattering models, which differ from conventional Massive MIMO models. Finally, we provide multi-cell simulation results that compare the double scattering model with uncorrelated Rayleigh fading and explain under what conditions we can expect to achieve similar SEs.
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