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Spatial Consistency Validation on Massive SIMO Covariance Matrices in the Geometry-Based Stochastic Channel Model QuaDRiGa

机译:基于几何的随机通道模型QuaDRiGa中大规模SIMO协方差矩阵的空间一致性验证

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In the fifth generation (5G) of cellular networks, massive multiple-input multiple-output (MIMO) has surged as a key technique. The time-invariant feature of the channels in a massive MIMO system is modelled using second-order-statistics known as covariance matrices. The spatial consistency of these covariance matrices, e.g. close to each other positioned mobile users receive similar multi-path components, is essential for the multiple-user performance evaluation. Therefore, spatial consistency is a must-have for 5G channel models. In this work, we provide a thorough validation of the spatial consistency feature in the open source geometry-based stochastic channel model software QuaDRiGa by comparing it with measurements. We validate the spatial consistency in terms of spatial correlation of massive single-input multiple-output (SIMO) covariance matrices in four different settings of base station (BS)-user locations.
机译:在蜂窝网络的第五代(5G)中,大规模多输入多输出(MIMO)已成为一项关键技术。使用称为协方差矩阵的二阶统计量对大规模MIMO系统中通道的时不变特征进行建模。这些协方差矩阵的空间一致性,例如彼此靠近的定位移动用户将收到类似的多路径组件,这对于多用户性能评估至关重要。因此,空间一致性是5G信道模型的必备条件。在这项工作中,我们通过将其与测量值进行比较,对基于开源几何的随机通道模型软件QuaDRiGa中的空间一致性功能进行了全面的验证。我们根据基站(BS)用户位置的四种不同设置中的大规模单输入多输出(SIMO)协方差矩阵的空间相关性来验证空间一致性。

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