Coordinated Port Selection and Beam Steering Optimization in a Multi-Cell Distributed Antenna System using Semidefinite Relaxation

被引:15
作者
Ahmad, Talha [1 ]
Gohary, Ramy H. [1 ]
Yanikomeroglu, Halim [1 ]
Al-Ahmadi, Saad [2 ]
Boudreau, Gary [3 ]
机构
[1] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
[2] King Fahd Univ Petr & Minerals, Dept Elect Engn, Dhahran 31261, Saudi Arabia
[3] Ericsson Canada, Ottawa, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Distributed antenna systems; remote radio heads; multi-cell coordination; port selection; beam steering optimization; semidefinite relaxation; Gaussian randomization; CAPACITY ANALYSIS; CHANNELS;
D O I
10.1109/TWC.2012.030512.111256
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
In this paper, we consider coordinated downlink transmission in a cellular system wherein each base station (BS) has multiple geographically dispersed antenna ports. Each port uses a fixed transmit power and the goal of the BSs is to collectively determine the subset of ports and the corresponding beam steering coefficients that maximize the minimum signal-to-interference-plus-noise ratio observed by the user terminals. This problem is NP-hard. To circumvent this difficulty, a two-stage polynomial-complexity technique that relies on semidefinite relaxation and Gaussian randomization is developed. It is shown that, for the considered scenarios, the port state vectors and beam steering coefficients generated by the proposed technique yield a performance comparable to that yielded by exhaustive search, but with a significantly less computational complexity. It is also shown that the proposed technique results in significant power savings when compared with other transmission strategies proposed in the literature.
引用
收藏
页码:1861 / 1871
页数:11
相关论文
共 22 条
[1]  
[Anonymous], 2011, CVX MATLAB SOFTWARE
[2]  
[Anonymous], 2020, STANDARD 3GPP T 3694
[3]  
Boyd S., 2004, CONVEX OPTIMIZATION, VFirst, DOI DOI 10.1017/CBO9780511804441
[4]   Approximation bounds for semidefinite relaxation of max-min-fair multicast transmit beamforming problem [J].
Chang, Tsung-Hui ;
Luo, Zhi-Quan ;
Chi, Chong-Yung .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (08) :3932-3943
[5]   Downlink performance and capacity of distributed antenna systems in a multicell environment [J].
Choi, Wan ;
Andrews, Jeffrey G. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2007, 6 (01) :69-73
[6]   Capacity analysis in CDMA distributed antenna systems [J].
Dai, L ;
Zhou, SD ;
Yao, Y .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2005, 4 (06) :2613-2620
[7]   LTE-ADVANCED: NEXT-GENERATION WIRELESS BROADBAND TECHNOLOGY [J].
Ghosh, Amitava ;
Ratasuk, Rapeepat ;
Mondal, Bishwarup ;
Mangalvedhe, Nitin ;
Thomas, Tim .
IEEE WIRELESS COMMUNICATIONS, 2010, 17 (03) :10-22
[8]   Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming [J].
Goemans, MX ;
Williamson, DP .
JOURNAL OF THE ACM, 1995, 42 (06) :1115-1145
[9]  
Golub G. H., 1996, MATRIX COMPUTATIONS
[10]   Biconvex sets and optimization with biconvex functions: a survey and extensions [J].
Gorski, Jochen ;
Pfeuffer, Frank ;
Klamroth, Kathrin .
MATHEMATICAL METHODS OF OPERATIONS RESEARCH, 2007, 66 (03) :373-407