Dynamic Beamforming for Time-varying Distributed Antenna System

被引:0
作者
Chen, Jun [1 ]
Feng, Sui-li [1 ]
Huang, Miao-na [1 ]
Ding, Yue-Hua [1 ]
机构
[1] S China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510641, Guangdong, Peoples R China
来源
PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC) | 2013年
关键词
Dynamic beamforming; distributed antenna system; semidefinite program; stability in probability; stochastic differential equation; time-varying channel; outdated CSI; STOCHASTIC DIFFERENTIAL-EQUATIONS;
D O I
暂无
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
This paper handles dynamic beamforming for distributed antenna system (DAS) by considering time varying of wireless channel. Most of existing results on optimal beamformer are established under the assumption that channel state information (CSI) is quasi-static or constant. We consider a more realistic scenario to minimize the sum power of all the antenna nodes while meeting the quality of service (QoS) requirements of all the mobile users (MUs) in time-varying DAS. Assuming the channel changes continuously, CSI is firstly modeled by employing stochastic differential equation (SDE). The considered dynamic beamforming problem is then transformed into stabilization for SDE using primal-dual interior point (PDIP) method for semidefinite program (SDP). By exploiting the theory of stochastic stability, the proposed method can be shown to be asymmetrically stable in the sense of probability. Our method can be extended to the scenario with outdated CSI by channel prediction. Simulation results show that the proposed method can save about 5dBm power, in contrast to the method using outdated CSI.
引用
收藏
页码:3359 / 3365
页数:7
相关论文
共 23 条
[1]   Coordinated Port Selection and Beam Steering Optimization in a Multi-Cell Distributed Antenna System using Semidefinite Relaxation [J].
Ahmad, Talha ;
Gohary, Ramy H. ;
Yanikomeroglu, Halim ;
Al-Ahmadi, Saad ;
Boudreau, Gary .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (05) :1861-1871
[2]   Primal-dual interior-point methods for semidefinite programming: Convergence rates, stability and numerical results [J].
Alizadeh, F ;
Haeberly, JPA ;
Overton, ML .
SIAM JOURNAL ON OPTIMIZATION, 1998, 8 (03) :746-768
[3]   Power control for multicell CDMA wireless networks: A team optimization approach [J].
Alpcan, Tansu ;
Fan, Xingzhe ;
Basar, Tamer ;
Arcak, Murat ;
Wen, John T. .
WIRELESS NETWORKS, 2008, 14 (05) :647-657
[4]  
[Anonymous], 2006, Tech. Rep. TR 25.814 V7.1.0
[5]   GREEN LAST MILE: HOW FIBER-CONNECTED MASSIVELY DISTRIBUTED ANTENNA SYSTEMS CAN SAVE ENERGY [J].
Attar, Alireza ;
Li, Haoming ;
Leung, Victor C. M. .
IEEE WIRELESS COMMUNICATIONS, 2011, 18 (05) :66-74
[6]  
Boyd S., 2004, CONVEX OPTIMIZATION, VFirst, DOI DOI 10.1017/CBO9780511804441
[7]   DISTRIBUTED ANTENNA SYSTEM CAPACITY SCALING [J].
Castanheira, Daniel ;
Gameiro, Atilio .
IEEE WIRELESS COMMUNICATIONS, 2010, 17 (03) :68-75
[8]   Modeling wireless fading channels via stochastic differential equations: Identification and estimation based on noisy measurements [J].
Charalarnbous, C. D. ;
Bultitude, R. J. C. ;
Li, X. ;
Zhan, J. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (02) :434-439
[9]   Convergence Analysis of Saddle Point Problems in Time Varying Wireless Systems-Control Theoretical Approach [J].
Chen, Junting ;
Lau, Vincent K. N. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2012, 60 (01) :443-452
[10]   ON DISTRIBUTED ANTENNA SYSTEMS WITH LIMITED FEEDBACK PRECODING: OPPORTUNITIES AND CHALLENGES [J].
Chen, Xiaoming ;
Zhang, Zhaoyang ;
Chen, Hsiao-Hwa .
IEEE WIRELESS COMMUNICATIONS, 2010, 17 (02) :80-88