| 一种基于随机散射簇的非平稳3D空间信道模型 |
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| 引用本文： | 张薇, 段京京, 王岩松. 一种基于随机散射簇的非平稳3D空间信道模型[J]. 电子与信息学报, 2018, 40(10): 2301-2308. doi: 10.11999/JEIT170929 |
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| 作者姓名： | 张薇 段京京 王岩松 |
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| 作者单位： | 1.哈尔滨工程大学信息与通信工程学院 哈尔滨 150001;;2.中兴通讯股份有限公司上海研究中心 上海 200120;;3.国家无线电监测中心哈尔滨监测站 哈尔滨 150010 |
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| 基金项目： | 国家自然科学基金(61671167)，黑龙江省自然科学基金(F2017003) |
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| 摘 要： | 针对大规模MIMO信道的近场效应和非平稳特性，该文提出适用大规模MIMO信道的一种基于随机散射簇的非平稳3D空间信道模型。采用抛物波前代替球面波前建模近场效应，并分析抛物波前条件下该模型的信道容量。对于大规模MIMO信道的非平稳特性，提出基于散射簇的有效概率确定收发天线阵元的有效散射簇集合，从而建模散射簇沿天线阵列轴的随机演变来合理描述散射簇的出现和消失。仿真结果表明，用抛物波前和有效散射簇的随机演变来建模大规模MIMO信道特征是很好的候选方法。
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| 关 键 词： | 大规模MIMO信道 抛物波前 非平稳特性 有效散射簇 |
| 收稿时间： | 2017-10-09 |
| 修稿时间： | 2018-06-26 |
A Non-stationary 3D Spatial Channel Model Based on Stochastic Scattering Cluster |
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| Wei ZHANG, Jingjing DUAN, Yansong WANG. A Non-stationary 3D Spatial Channel Model Based on Stochastic Scattering Cluster[J]. Journal of Electronics & Information Technology, 2018, 40(10): 2301-2308. doi: 10.11999/JEIT170929 |
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| Authors: | Wei ZHANG Jingjing DUAN Yansong WANG |
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| Affiliation: | 1. College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China;;2. ZTE Corporation Shanghai Research Center, Shanghai 200120, China;;3. Harbin Monitoring Station, National Radio Monitoring Center, Harbin 150010, China |
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| Abstract: | To describe the near field effect and the non-stationary characteristic of the Massive MIMO channel, a non-stationary 3D spatial channel model based on stochastic scattering clusters for Massive MIMO systems is proposed. The parabolic wave instead of the spherical wave is used to model the near field effect, and the channel capacity of the model is analyzed under parabolic wavefront condition. For non-stationary properties of massive MIMO channel, the effective scattering clusters set of transmitting and receiving antenna elements is determined based on the effective probability of scattering clusters, and the stochastic evolution of scattering clusters along the antenna array axis is modeled to describe properly the appearance and disappearance of scattering clusters. Simulation results demonstrate that parabolic wavefront and the stochastic evolution of effective scattering clusters are good candidates to model Massive MIMO channel characteristics. |
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| Keywords: | Massive MIMO channel Parabolic Wavefront Non-stationary property Effective scattering cluster |
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