Multi-User Angle-Domain MIMO-NOMA System for mmWave Communications

被引:11
|
作者
Khaled, Israa [1 ,2 ]
Langlais, Charlotte [1 ]
El Falou, Ammar [2 ,3 ]
Elhassan, Bachar A. [2 ]
Jezequel, Michel [1 ]
机构
[1] UMR CNRS 6285, Lab STICC, IMT Atlantique, F-29238 Brest, France
[2] Lebanese Univ, Fac Engn, Tripoli 1300, Libya
[3] Gustave Eiffel Univ, EISEE Paris, ESYCOM, F-93160 Noisy Le Grand, France
来源
IEEE ACCESS | 2021年 / 9卷
关键词
NOMA; Resource management; Measurement; Silicon carbide; MIMO communication; Array signal processing; Clustering algorithms; Millimeter-wave networks; multiple-input multiple-output; beamforming; non-orthogonal multiple access; MILLIMETER-WAVE COMMUNICATIONS; NONORTHOGONAL MULTIPLE-ACCESS; NETWORKS; PERFORMANCE; ALLOCATION; CAPACITY; FEEDBACK; DESIGN;
D O I
10.1109/ACCESS.2021.3112225
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Thanks to the high directionality of millimeter-wave (mmWave) channels, angle-domain beamforming is an appealing technique for multi-user multiple-input multiple-output (MU-MIMO) in terms of sum-throughput performance and limited feedback. By utilizing only the angular information of users at the transmitter, we propose an angle-domain non-orthogonal multiple access (NOMA) scheme to enhance the sum-throughput of the mmWave MU-MIMO system, especially in congested cells. We first derive a set of angular-based performance metrics, such as the inter-user spatial interference, the user channel quality, and the sum-throughput, by exploiting the specific features of the mmWave propagation. Then, a multi-user clustering algorithm is developed based on the spatial interference metric, and a new user ordering strategy is proposed using the angular-based channel quality metric. Additionally, we design a power allocation method that maximizes the angular-based sum-throughput. Extensive numerical results show that the proposed scheme significantly improves the performance of the mmWave MU-MIMO system by achieving up to 39% increase in the spectral efficiency when the number of users is closed to the number of antennas. Moreover, we find that the proposed user ordering strategy outperforms other limited feedback strategies, and the angular-based power allocation allows for efficient successive interference cancellation.
引用
收藏
页码:129443 / 129459
页数:17
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