On the Optimal Placement of Base Station Antennas for Distributed Antenna Systems

被引:10
作者
Zhang, Yue [1 ]
Dai, Lin [1 ]
机构
[1] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China
关键词
Antenna arrays; Optimization; Stochastic processes; Graphical models; Distribution functions; Base stations; Distributed antenna system; base station antenna placement; average ergodic sum capacity; stochastic optimization; MASSIVE MIMO; SUM CAPACITY;
D O I
10.1109/LCOMM.2020.3020373
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this letter, we aim to optimize the placement of base station (BS) antennas for maximizing the average ergodic sum capacity of a multi-user distributed antenna system (DAS). Different from previous studies where deterministic optimization approaches were usually taken, we formulate the BS antenna placement as a stochastic optimization problem, and propose a stochastic-gradient-descend-based algorithm to effectively solve it. Simulation results demonstrate that the proposed algorithm converges fast and provides significant gains in average ergodic sum capacity over the existing representative BS antenna placement schemes.
引用
收藏
页码:2878 / 2882
页数:5
相关论文
共 21 条
[1]   Scaling results on the sum capacity of cellular networks with MIMO links [J].
Aktas, Defne ;
Bacha, M. Naeern ;
Evans, Jamie S. ;
Hanly, Stephen V. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (07) :3264-3274
[2]  
[Anonymous], 2011, Advances in Neural Information Processing Systems
[3]  
Boyd S., 2003, Stochastic subgradient methods
[4]   Cloud RAN for Mobile Networks-A Technology Overview [J].
Checko, Aleksandra ;
Christiansen, Henrik L. ;
Yan, Ying ;
Scolari, Lara ;
Kardaras, Georgios ;
Berger, Michael S. ;
Dittmann, Lars .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (01) :405-426
[5]  
Dai L, 2008, 2008 42ND ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, VOLS 1-3, P85, DOI 10.1109/CISS.2008.4558500
[6]   An Uplink Capacity Analysis of the Distributed Antenna System (DAS): From Cellular DAS to DAS with Virtual Cells [J].
Dai, Lin .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2014, 13 (05) :2717-2731
[7]   A Comparative Study on Uplink Sum Capacity with Co-Located and Distributed Antennas [J].
Dai, Lin .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2011, 29 (06) :1200-1213
[8]  
Goodfellow I, 2016, ADAPT COMPUT MACH LE, P1
[9]   A Current Perspective on Distributed Antenna Systems for the Downlink of Cellular Systems [J].
Heath, Robert ;
Peters, Steven ;
Wang, Yi ;
Zhang, Jiayin .
IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (04) :161-167
[10]   Cell-Free Massive MIMO Versus Small Cells [J].
Hien Quoc Ngo ;
Ashikhmin, Alexei ;
Yang, Hong ;
Larsson, Erik G. ;
Marzetta, Thomas L. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (03) :1834-1850