Low-Complexity Downlink User Selection for Massive MIMO Systems

被引:16
|
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
收藏
页码:1072 / 1083
页数:12
相关论文
共 50 条
  • [1] Low-Complexity Downlink MMSE Beamforming in Massive MIMO Systems
    Ye, Junhong
    Zhang, Ying Jun
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON UBIQUITOUS WIRELESS BROADBAND (ICUWB2016), 2016,
  • [2] A Low-Complexity Precoding Scheme for Two-User Massive MIMO Downlink
    Liu, Xihui
    Jing, Yindi
    [J]. 2016 IEEE 17TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC), 2016,
  • [3] A New Low-Complexity WMMSE Algorithm for Downlink Massive MIMO Systems
    Zhou, Ningxin
    Wang, Zheng
    He, Lanxin
    Huang, Yang
    [J]. 2022 14TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING, WCSP, 2022, : 1096 - 1101
  • [4] Low-Complexity Joint Antenna and User Selection Scheme for the Downlink Multiuser Massive MIMO System with Complexity Reduction Factors
    Htun, Aye Mon
    Maw, Maung Sann
    Sasase, Iwao
    [J]. IEICE TRANSACTIONS ON COMMUNICATIONS, 2019, E102B (03) : 592 - 602
  • [5] Low-Complexity Joint Antenna Selection and User Scheduling Beamforming for Massive MIMO Systems
    Shen, Bin
    Wang, Qian
    Hua, Quan
    Zhou, Ying-Chao
    [J]. Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2017, 40 (03): : 56 - 61
  • [6] A low-complexity algorithm for the joint antenna selection and user scheduling in multi-cell multi-user downlink massive MIMO systems
    Saidiwaerdi Maimaiti
    Gang Chuai
    Weidong Gao
    Kaisa Zhang
    Xuewen Liu
    Zhiwei Si
    [J]. EURASIP Journal on Wireless Communications and Networking, 2019
  • [7] A low-complexity algorithm for the joint antenna selection and user scheduling in multi-cell multi-user downlink massive MIMO systems
    Maimaiti, Saidiwaerdi
    Chuai, Gang
    Gao, Weidong
    Zhang, Kaisa
    Liu, Xuewen
    Si, Zhiwei
    [J]. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2019, 2019 (01)
  • [8] Low-Complexity Precoding for Sum Rate Maximization in Downlink Massive MIMO Systems
    Nguyen, Hieu V.
    Van-Dinh Nguyen
    Shin, Oh-Soon
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2017, 6 (02) : 186 - 189
  • [9] Low-Complexity User Selection for Rate Maximization in MIMO Broadcast Channels with Downlink Beamforming
    Castaneda, Eduardo
    Silva, Adao
    Samano-Robles, Ramiro
    Gameiro, Atilio
    [J]. SCIENTIFIC WORLD JOURNAL, 2014,
  • [10] Low-Complexity User Scheduling in the Downlink Massive MU-MIMO System with Linear Precoding
    Bai, Ou
    Gao, Hui
    Lv, Tiejun
    Yuen, Chau
    [J]. 2014 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2014, : 380 - 384