Multiuser Millimeter Wave Beamforming Strategies With Quantized and Statistical CSIT

被引:73
作者
Dai, Mingbo [1 ]
Clerckx, Bruno [1 ]
机构
[1] Imperial Coll London, Dept Elect & Elect Engn, London SW7 2AZ, England
基金
英国工程与自然科学研究理事会;
关键词
mm-wave systems; hybrid precoding; rate splitting; limited feedback; statistical CSIT; RATE-SPLITTING APPROACH; FINITE-RATE FEEDBACK; LIMITED FEEDBACK; MIMO SYSTEMS; ANTENNA-ARRAYS; MISO SYSTEMS; CHANNELS; 5G; NETWORKS;
D O I
10.1109/TWC.2017.2737009
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
To alleviate the high cost of hardware in mm-wave systems, hybrid analog/digital precoding is typically employed. In the conventional two-stage feedback scheme, the analog beamformer is determined by beam search and feedback to maximize the desired signal power of each user. The digital precoder is designed based on quantization and feedback of effective channel to mitigate multiuser interference. Alternatively, we propose a one-stage feedback scheme, which effectively reduces the complexity of the signalling and feedback procedure. Specifically, the second-order channel statistics are leveraged to design digital precoder for interference mitigation while all feedback overhead is reserved for precise analog beamforming. Under a fixed total feedback constraint, we investigate the conditions under which the one-stage feedback scheme outperforms the conventional two-stage counterpart. Moreover, a rate splitting (RS) transmission strategy is introduced to further tackle the multiuser interference and enhance the rate performance. Consider: 1) RS precoded by the one-stage feedback scheme and 2) conventional transmission strategy precoded by the two-stage scheme with the same first-stage feedback as 1) and also certain amount of extra second-stage feedback. We show that 1) can achieve a sum rate comparable to that of 2). Hence, RS enables remarkable saving in the second-stage training and feedback overhead.
引用
收藏
页码:7025 / 7038
页数:14
相关论文
共 41 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]   Limited Feedback Hybrid Precoding for Multi-User Millimeter Wave Systems [J].
Alkhateeb, Ahmed ;
Leus, Geert ;
Heath, Robert W., Jr. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (11) :6481-6494
[3]   Channel Estimation and Hybrid Precoding for Millimeter Wave Cellular Systems [J].
Alkhateeb, Ahmed ;
El Ayach, Omar ;
Leus, Geert ;
Heath, Robert W., Jr. .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2014, 8 (05) :831-846
[4]   What Will 5G Be? [J].
Andrews, Jeffrey G. ;
Buzzi, Stefano ;
Choi, Wan ;
Hanly, Stephen V. ;
Lozano, Angel ;
Soong, Anthony C. K. ;
Zhang, Jianzhong Charlie .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1065-1082
[5]  
[Anonymous], 2013, MIMO Wireless Networks: Channels, Techniques and Standards for Multi-Antenna, Multi-User and Multi-Cell Systems
[6]  
[Anonymous], 2016, PROC IEEE 17 INT WOR
[7]  
[Anonymous], 2014, 2014 INF THEOR APPL
[8]  
[Anonymous], 2013, P TENCON 2013 C OCT
[9]   A sequential parametric convex approximation method with applications to nonconvex truss topology design problems [J].
Beck, Amir ;
Ben-Tal, Aharon ;
Tetruashvili, Luba .
JOURNAL OF GLOBAL OPTIMIZATION, 2010, 47 (01) :29-51
[10]   Multiple-Antenna Techniques in LTE-Advanced [J].
Boccardi, Federico ;
Clerckx, Bruno ;
Ghosh, Arunabha ;
Hardouin, Eric ;
Jongren, George ;
Kusume, Katsutoshi ;
Onggosanusi, Eko ;
Tang, Yang .
IEEE COMMUNICATIONS MAGAZINE, 2012, 50 (03) :114-121