BDMA in Multicell Massive MIMO Communications: Power Allocation Algorithms

被引:40
作者
Sun, Chen [1 ]
Gao, Xiqi [1 ]
Ding, Zhi [2 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Jiangsu, Peoples R China
[2] Univ Calif Davis, Dept Elect & Comp Engn, Davis, CA 95616 USA
基金
中国国家自然科学基金;
关键词
Beam division multiple access; massive MIMO; statistical channel state information; difference of convex functions; ACHIEVING COVARIANCE-MATRIX; JOINT SPATIAL DIVISION; CHANNELS; WIRELESS; CAPACITY; DOWNLINK; TRANSMISSION; FEEDBACK; SYSTEMS; DESIGN;
D O I
10.1109/TSP.2017.2675862
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
We investigate power allocation strategies for beam division multiple access transmission in multicell massive multiple-input-multiple-output(MIMO) communications. Focusing on massive MIMO downlink with only statistical channel state information at serving base stations and multiantenna terminals, the eigenmatrices of channel transmit covariance matrices become identical and independent of terminals. Utilizing these eigenmatrices as pre-coding matrices, we consider power allocation of beam domain transmission. By treating cochannel user interferences as noises, the objective function of achievable ergodic sum-rate of the multicell massive MIMO downlink reduces to a difference of concave functions. We identify the orthogonality conditions for optimal power allocation. The results show that the transmit power allocated to the users should be nonoverlapping across beams defined by the channel transmit covariance matrices. We present two algorithms to optimize power allocation in the beam space. We also prove the convergence of the algorithms and show that the solution obtained by the algorithms satisfies the orthogonality conditions. Numerical results confirm the efficiency and the improved performance of the proposed algorithms.
引用
收藏
页码:2962 / 2974
页数:13
相关论文
共 45 条
[1]   Joint Spatial Division and Multiplexing for mm-Wave Channels [J].
Adhikary, Ansuman ;
Al Safadi, Ebrahim ;
Samimi, Mathew K. ;
Wang, Rui ;
Caire, Giuseppe ;
Rappaport, Theodore S. ;
Molisch, Andreas F. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1239-1255
[2]   Joint Spatial Division and Multiplexing-The Large-Scale Array Regime [J].
Adhikary, Ansuman ;
Nam, Junyoung ;
Ahn, Jae-Young ;
Caire, Giuseppe .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (10) :6441-6463
[3]   Achieving the Maximum Sum Rate Using DC Programming in Cellular Networks [J].
Al-Shatri, Hussein ;
Weber, Tobias .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (03) :1331-1341
[4]  
[Anonymous], IEEE T SIGNAL PROCES
[5]  
[Anonymous], 2012, 36211 TS 3 GEN PARTN
[6]  
[Anonymous], 2009, 36211 TS 3 GEN PARTH
[7]  
[Anonymous], 2008, IST-4-027756 WINNER II D1.1.2 V1.2,
[8]  
Ashikhmin A., 2012, Proceedings of the 2012 IEEE International Symposium on Information Theory - ISIT, P1137, DOI 10.1109/ISIT.2012.6283031
[9]   Space-time precoding for mean and covariance feedback: Application to wideband OFDM [J].
Barriac, G ;
Madhow, U .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2006, 54 (01) :96-107
[10]   Space-time communication for OFDM with implicit channel feedback [J].
Barriac, G ;
Madhow, U .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2004, 50 (12) :3111-3129