Low-Complexity Downlink User Selection for Massive MIMO Systems

被引:17
|
作者
Liu, Haijing [1 ]
Gao, Hui [1 ]
Yang, Shaoshi [2 ]
Lv, Tiejun [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Beijing 100876, Peoples R China
[2] Univ Southampton, Sch Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
来源
IEEE SYSTEMS JOURNAL | 2017年 / 11卷 / 02期
基金
中国国家自然科学基金;
关键词
Low complexity; massive multiple input multiple output (MIMO); system sum rate; user fairness; user selection; LARGE-SCALE MIMO; MULTIUSER MIMO; CHANNEL ESTIMATION; PERFORMANCE; ANTENNAS; DESIGN;
D O I
10.1109/JSYST.2015.2422475
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 a pair of low-complexity user selection schemes with zero-forcing precoding for multi-user massive multiple-input-multiple-output downlink systems, in which the base station is equipped with a large-scale antenna array. First, we derive approximations of the ergodic sum rates of the systems invoking the conventional random user selection (RUS) and the location-dependent user selection (LUS). Then, the optimal number of simultaneously served user equipments (UEs), i.e., K*, is investigated to maximize the sum rate approximations. Upon exploiting K*, we develop two user selection schemes, namely, K*-RUS and K*-LUS, where K* UEs are selected either randomly or based on their locations. Both the proposed schemes are independent of the instantaneous channel state information of small-scale fading, therefore enjoying the same extremely low computational complexity as that of the conventional RUS scheme. Moreover, both of our proposed schemes achieve significant sum rate improvement over the conventional RUS. In addition, it is worth noting that, like the conventional RUS, the K*-RUS achieves good fairness among UEs.
引用
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页码:1072 / 1083
页数:12
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