An Efficient Precoding Scheme for Millimeter-Wave Massive MIMO Systems

被引:20
|
作者
Alemaishat, Salem [1 ]
Saraereh, Omar A. [2 ]
Khan, Imran [3 ]
Affes, Sophene H. [3 ]
Li, Xingwang [4 ]
Lee, Jeong Woo [5 ]
机构
[1] Al Hussein Tech Univ KHBP, Sch Comp & Informat, Amman 11855, Jordan
[2] Hashemite Univ, Dept Elect Engn, Zarqa 13133, Jordan
[3] Univ Engn & Technol Peshawar, Dept Elect Engn, POB 814, Peshawar, Pakistan
[4] Henan Polytech Univ, Sch Phys & Elect Informat Engn, Jiaozuo 454000, Henan, Peoples R China
[5] Chung Ang Univ, Sch Elect & Elect Engn, Seoul 156756, South Korea
基金
中国国家自然科学基金;
关键词
millimeter-wave communications; 5G; MIMO; beamforming; computational complexity;
D O I
10.3390/electronics8090927
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Aiming at the problem of high computational complexity due to a large number of antennas deployed in mmWave massive multiple-input multiple-output (MIMO) communication systems, this paper proposes an efficient algorithm for optimizing beam control vectors with low computational complexity based on codebooks for millimeter-wave massive MIMO systems with split sub-arrays hybrid beamforming architecture. A bidirectional method is adopted on the beam control vector of each antenna sub-array both at the transmitter and receiver, which utilizes the idea of interference alignment (IA) and alternating optimization. The simulation results show that the proposed algorithm has low computational complexity, fast convergence, and improved spectral efficiency as compared with the state-of-the-art algorithms.
引用
收藏
页数:15
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