基于Weichselberger 模型的3D MIMO信道建模研究

Research on 3D MIMO Channel Modeling Based on Weichselberger Model

  • 摘要: 3D MIMO(Three Dimension Multiple Input Multiple Output)技术是下一代通信系统(5G)关键的技术之一。为了更好地评估 3D MIMO 通信系统的性能,需要建立一种准确的 3D MIMO 信道模型。在现有的 3D MIMO 信道模型中,3D Kronecker 模型由于其简单性而得到广泛应用。但 3D Kronecker 模型假设收发两端是不相关的,与实际信道特性不符。为解决该问题,本文在 WINNER II 中 2D 信道模型的基础上引入仰角维度,建立 3D MIMO 信道模型,并推导收发两端的相关矩阵,通过分解收发两端相关矩阵构建 3D Weichselberger 模型。本文着重分析六种典型场景下 3D Weichselberger 模型的空间耦合矩阵,并通过理论推导分析各种场景下的 3D MIMO 信道特征,同时推导出 3D Weichselberger 模型的互信息上限的表达式。仿真结果显示,相对于 3D Kronecker 模型,3D Weichselberger 模型的信道特征更加接近于实际 3D 信道特征。

     

    Abstract: 3D MIMO (Three Dimension Multiple Input Multiple Output) is one of the key technologies in next communication system (5G). In order to better assess the performance of 3D MIMO communication system, it is necessary to build an accurate 3D channel model. Among many of the existing 3D MIMO models, 3D Kronecker model due to its simplicity and low computation, has been widely used at present. However, 3D Kronecker model, which requires the separation of spatial transmit and receive correlation, does not consistent with the real characteristics of wireless channel. In order to circumvent this restriction, a 2D MIMO channel model, which is introduced elevation angle, is extended to 3D on the basis of WINNER II. And the correlation matrices of two link ends respectively are derived in this paper. A 3D Weichselberger model is constructed through the eigenvalues decomposition of correlation matrices at two link ends respectively. This paper focuses on the analysis of the spatial coupling matrices of six typical scenarios. And the formulas are derived about the six scenarios to analyze the characteristics of 3D MIMO channel. Furthermore, the upper bound of mutual information for 3D Weichselberger model is derived. Simulation results show that, with respect to 3D Kronecker model, 3D Weichselberger is more close to actual 3D MIMO channel characteristics. The reason is that the spatial coupling matrix of the Weichselberger 3D model, which has a certain correlation between the transmitter and the receiver, can truly reflect the real channel characteristic.

     

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