Multiuser precoding scheme and achievable rate analysis for massive MIMO system

被引:22
作者
Tan, Weiqiang [1 ]
Huang, Wei [2 ]
Yang, Xi [3 ]
Shi, Zheng [4 ,5 ]
Liu, Wen [2 ]
Fan, Lisheng [1 ]
机构
[1] Guangzhou Univ, Sch Comp Sci & Educ Software, Guangzhou 510006, Guangdong, Peoples R China
[2] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Jiangsu, Peoples R China
[3] Jishou Univ, Coll Informat Sci & Engn, Jishou 416000, Peoples R China
[4] Jinan Univ, Sch Elect & Informat Engn, Zhuhai 519000, Peoples R China
[5] Jinan Univ, Inst Phys Internet, Zhuhai 519000, Peoples R China
基金
中国国家自然科学基金;
关键词
Achievable rate; Multiuser massive MIMO; Linear precoding scheme; Maximum ration transmission; Zero forcing; Minimum mean square error; RADIATIVE THERMAL-PROPERTIES; SPECTRAL EFFICIENCY; WIRELESS; PERFORMANCE; OPTIMIZATION; NETWORKS; PREDICTION; DESIGN;
D O I
10.1186/s13638-018-1223-1
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 analyze the downlink multiuser precoding of massive multiple input multiple output (MIMO) system, where the base station (BS) has ideal channel state information (CSI) and adopts three types of different linear precoding schemes, i.e., maximum ratio transmission (MRT), zero-forcing (ZF), and minimum mean squared error (MMSE). Under a Rayleigh fading channel, we attain the exact expressions on the achievable rate for these three precoding schemes. Moreover, we provide several insights on the achievable rates and reveal the relation of the number of BS antennas, the number of users, and the input signal-to-noise ratio (SNR) with the achievable rates respectively. It is found in general that the achievable rate increases with the number of BS antennas and the input SNR. To be more specific, the MRT precoding scheme is much inferior to the ZF and MMSE precoding schemes and tends to be at a fixed rate at the high SNR case. On the contrary, the MRT precoding scheme outperforms ZF precoding schemes at the low SNR case. Moreover, the total achievable rate always does not increase with the number of users and the optimal number of users always exists for the ZF and MMSE precoding schemes.
引用
收藏
页数:12
相关论文
共 53 条
[1]  
Abramowitz M., 1974, HDB MATH FUNCTIONS
[2]  
Alfano G., 2004, Proc. of ISITA 2004, P10
[3]  
[Anonymous], EURASIP J WIRELESS C
[4]  
[Anonymous], IEEE J SET TOPICS SI
[5]  
Ashikhmin A., 2012, Proceedings of the 2012 IEEE International Symposium on Information Theory - ISIT, P1137, DOI 10.1109/ISIT.2012.6283031
[6]   Optimal Design of Energy-Efficient Multi-User MIMO Systems: Is Massive MIMO the Answer? [J].
Bjornson, Emil ;
Sanguinetti, Luca ;
Hoydis, Jakob ;
Debbah, Merouane .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (06) :3059-3075
[7]   Five Disruptive Technology Directions for 5G [J].
Boccardi, Federico ;
Heath, Robert W., Jr. ;
Lozano, Angel ;
Marzetta, Thomas L. ;
Popovski, Petar .
IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (02) :74-80
[8]   Optimization or Alignment: Secure Primary Transmission Assisted by Secondary Networks [J].
Cao, Yang ;
Zhao, Nan ;
Yu, F. Richard ;
Jin, Minglu ;
Chen, Yunfei ;
Tang, Jie ;
Leung, Victor C. M. .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (04) :905-917
[9]   On the Lambert W function [J].
Corless, RM ;
Gonnet, GH ;
Hare, DEG ;
Jeffrey, DJ ;
Knuth, DE .
ADVANCES IN COMPUTATIONAL MATHEMATICS, 1996, 5 (04) :329-359
[10]   WRITING ON DIRTY PAPER [J].
COSTA, MHM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1983, 29 (03) :439-441