A decomposition of the downlink utility maximization problem

被引:4
作者
Brehmer, Johannes [1 ]
Utschick, Wolfgang [1 ]
机构
[1] Tech Univ Munich, Associate Inst Signal Processing, D-8000 Munich, Germany
来源
2007 41ST ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS, VOLS 1 AND 2 | 2007年
关键词
D O I
10.1109/CISS.2007.4298344
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An alternative decomposition method for sum-utility maximization in the multi-user downlink is proposed. The proposed method is based on repeated local approximations of the Pareto efficient boundary of the rate region. Similar to known "Layering as Optimization" approaches, the utility maximization problem is vertically decomposed into a set of coupled sub-problems. Mathematically, however, the proposed method is not based on primal or dual decompositions, but on an optimization on manifolds.
引用
收藏
页码:437 / 441
页数:5
相关论文
共 9 条
[1]  
CHIANG M, 2006, P C INF SCI SYST CIS
[2]   Layering as optimization decomposition: A mathematical theory of network architectures [J].
Chiang, Mung ;
Low, Steven H. ;
Calderbank, A. Robert ;
Doyle, John C. .
PROCEEDINGS OF THE IEEE, 2007, 95 (01) :255-312
[3]  
DAS I, 1996, 9636 RIC U
[4]   MINIMIZING A DIFFERENTIABLE FUNCTION OVER A DIFFERENTIAL MANIFOLD [J].
GABAY, D .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1982, 37 (02) :177-217
[5]   Downlink Scheduling and Resource Allocation for OFDM Systems [J].
Huang, Jianwei ;
Subramanian, Vijay G. ;
Agrawal, Rajeev ;
Berry, Randall A. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (01) :288-296
[6]   GRADIENT PROJECTION METHOD ALONG GEODESICS [J].
LUENBERGER, DG .
MANAGEMENT SCIENCE SERIES A-THEORY, 1972, 18 (11) :620-631
[7]  
Manton JH, 2005, INT CONF ACOUST SPEE, P1021
[8]  
NG TC, 2006, P C INF SCI SYST CIS
[9]   Optimal resource allocation for OFDMA downlink systems [J].
Seong, Kibeom ;
Mohseni, Mehdi ;
Cioffi, John M. .
2006 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1-6, PROCEEDINGS, 2006, :1394-+