MIMO communication;
Antenna arrays;
Interference;
Complexity theory;
Radio frequency;
Signal to noise ratio;
Transceivers;
Beamspace;
massive MIMO;
millimeter wave communications;
multi-user interference;
beam selection;
beamforming;
MILLIMETER-WAVE COMMUNICATIONS;
D O I:
10.1109/ACCESS.2020.3029257
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Beamspace multiple-input multiple-output (MIMO) systems employ beam selection algorithms based on the sparsity of the beamspace channel to reduce the number of radio-frequency chains required in multi-user systems. In this article, we address the problem of selecting multiple beams to each user. Specifically, we propose a beam selection scheme subject to signal to interference plus noise ratio (SINR) maximization. The proposed beamspace beam selection algorithm is developed in two stages. In the first stage, each user is assigned a non-overlapping beam determined by Kuhn-Munkres assignment algorithm. In the second stage, the selected beams in the previous stage are augmented with additional beams from an M-dominant beam set subject to a sum-rate maximization criterion. The performance of the proposed scheme is verified by simulations, and the results show a near-optimal performance in terms of the achievable sum-rate. Also, a significant improvement in terms of energy efficiency is achieved compared to the conventional beam selection scheme.
机构:
Univ Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, AustraliaUniv Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, Australia
Wu, Kai
Zhang, J. Andrew
论文数: 0引用数: 0
h-index: 0
机构:
Univ Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, AustraliaUniv Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, Australia
Zhang, J. Andrew
Huang, Xiaojing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, AustraliaUniv Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, Australia
Huang, Xiaojing
Guo, Y. Jay
论文数: 0引用数: 0
h-index: 0
机构:
Univ Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, AustraliaUniv Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, Australia
Guo, Y. Jay
Hanzo, Lajos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southampton, Dept Elect & Comp Sci, Southampton SO17 1BJ, EnglandUniv Technol Sydney, Global Big Data Technol Ctr, Sydney, NSW 2007, Australia