Beamspace Selection in Multi-User Massive MIMO

被引:1
|
作者
Molodtsov, Vladislav [1 ]
Bychkov, Roman [1 ]
Osinsky, Alexander [1 ]
Yarotsky, Dmitry [1 ]
Ivanov, Andrey [1 ]
机构
[1] Skolkovo Inst Sci & Technol, Moscow 121205, Russia
基金
俄罗斯科学基金会;
关键词
Massive MIMO; Channel estimation; 5G mobile communication; Discrete Fourier transforms; Throughput; Direction-of-arrival estimation; Attenuation; 5G; multi-user massive MIMO; beamspace selection; angular domain processing; CHANNEL ESTIMATION; ALGORITHM; SYSTEMS; 5G;
D O I
10.1109/ACCESS.2023.3247342
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose new Discrete Fourier Transform (DFT)-based beamspace selection algorithms for Massive Multiple Input, Multiple Output (MIMO) receiver operating in realistic multi-user (MU) scenarios. In practical uplink scenarios, there is a power ratio between signals received from different users that complicates performance analysis in MU cases. Our algorithms are inspired by a proportional fair approach to allocating spatial resources for target users. Thus, we analyze performance in terms of coverage (for low-power users) and capacity (for high-power users) and consider the implementation complexity to highlight feasible algorithms. Simulations with realistic non-line-of-sight scenarios generated by the QuaDRiGa 2.0 demonstrate our methods outperform other DFT-based alternatives, such as the beamspace selection based on the projection power maximization.
引用
收藏
页码:18761 / 18771
页数:11
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