Coordinated multicell beamforming and power allocation for massive MIMO: A large system analysis

被引:4
作者
Shao, Lin [1 ]
机构
[1] Shandong Univ Sci & Technol, Coll Elect & Informat Engn, Qingdao 266590, Shandong, Peoples R China
关键词
Massive MIMO; Coordinated beamforming; Power allocation; Large system analysis; WIRELESS;
D O I
10.1016/j.sigpro.2019.05.037
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper is concerned with coordinated multicell beamforming and power allocation for downlink massive multiple input and multiple output (MIMO) system. The design objective is to minimize the total transmit power under users' signal to interference plus noise ratio (SINR) constraints. Another closely related optimization problem is to maximize the minimum of all users' SINR values under a total power limitation, and we employ the relationship between the two problems to solve the former one. In particular, the power minimization problem can be transformed to a max-min SINR problem with an appropriate power limitation. This power limitation value is found by using the bisection method. Then, the max-min SINR problem is settled by solving a conditional eigenvalue problem. Note that the whole calculation process is done in the asymptotic regime where base station (BS) antenna number and user number both tend to infinity. Simulation results demonstrate that this algorithm is effective, and can achieve the near optimal performance with low complexity. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:41 / 47
页数:7
相关论文
共 19 条
[1]  
Asgharimoghaddam H, 2014, IEEE ICC, P5125, DOI 10.1109/ICC.2014.6884134
[2]   An affine eigenvalue problem on the nonnegative orthant [J].
Blondel, VD ;
Ninove, L ;
Van Dooren, P .
LINEAR ALGEBRA AND ITS APPLICATIONS, 2005, 404 :69-84
[3]   Max-Min SINR Coordinated Multipoint Downlink Transmission-Duality and Algorithms [J].
Cai, Desmond W. H. ;
Quek, Tony Q. S. ;
Tan, Chee Wei ;
Low, Steven H. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (10) :5384-5395
[4]   Coordinated Beamforming for the Multicell Multi-Antenna Wireless System [J].
Dahrouj, Hayssam ;
Yu, Wei .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2010, 9 (05) :1748-1759
[5]   Energy Efficient Coordinated Beamforming for Multicell System: Duality-Based Algorithm Design and Massive MIMO Transition [J].
He, Shiwen ;
Huang, Yongming ;
Yang, Luxi ;
Ottersten, Bjorn ;
Hong, Wei .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2015, 63 (12) :4920-4935
[6]   Joint Beamforming and Power Control in Coordinated Multicell: Max-Min Duality, Effective Network and Large System Transition [J].
Huang, Yichao ;
Tan, Chee Wei ;
Rao, Bhaskar D. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (06) :2730-2742
[7]   Achieving "Massive MIMO" Spectral Efficiency with a Not-so-Large Number of Antennas [J].
Huh, Hoon ;
Caire, Giuseppe ;
Papadopoulos, Haralabos C. ;
Ramprashad, Sean A. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (09) :3226-3239
[8]  
Khan I., 2018, IEEE T VEH TECHNOL, P1
[9]   Concave Perron-Frobenius Theory and applications [J].
Krause, U .
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2001, 47 (03) :1457-1466
[10]   Coordinated Multicell Beamforming for Massive MIMO: A Random Matrix Approach [J].
Lakshminarayana, Subhash ;
Assaad, Mohamad ;
Debbah, Merouane .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2015, 61 (06) :3387-3412