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。
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.
作者
张薇
段京京
王岩松
ZHANG Wei1,DUAN Jingjing1,2, WANG Yansong3(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)
出处
《电子与信息学报》
EI
CSCD
北大核心
2018年第10期2301-2308,共8页
Journal of Electronics & Information Technology
基金
国家自然科学基金(61671167)
黑龙江省自然科学基金(F2017003)~~
关键词
大规模MIM0信道
抛物波前
非平稳特性
有效散射簇
Massive MIMO channel
Parabolic Wavefront
Non-stationary property
Effective scattering cluster
