Downlink power allocation for multi-class wireless systems

被引:100
作者
Lee, JW [1 ]
Mazumdar, RR
Shroff, NB
机构
[1] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
[2] Univ Waterloo, Dept Elect & Comp Engn, W Waterloo, ON N2L 3G1, Canada
[3] Purdue Univ, Sch Elect & Comp Engn, W Lafayette, IN 47907 USA
基金
美国国家科学基金会;
关键词
downlink; nonconvex optimization; power allocation; wireless networks;
D O I
10.1109/TNET.2005.852888
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we consider a power allocation problem in multi-class wireless systems. We focus on the downlink of the system. Each mobile has a,utility function that characterizes its degree of Satisfaction for the received service. The objective is to obtain a power allocation that maximizes the total system utility. Typically, natural utility functions for each mobile are nonconcave. Hence, we cannot use existing convex optimization techniques to derive a global optimal solution. We develop a simple (distributed) algorithm to obtain a power Allocation that is asymptotically optimal in the number of mobiles. The algorithm is based on dynamic pricing and consists of two stages. At the mobile selection stage, the base station selects mobiles to which power is allocated. At the power allocation stage, the base station allocates power to the selected mobiles. We provide numerical results that illustrate the performance of our scheme. In particular, we show that our, algorithm results in system performance that is close to the performance of a global optimal solution in most cases..
引用
收藏
页码:854 / 867
页数:14
相关论文
共 27 条
[1]   CDMA/HDR: A bandwidth-efficient high-speed wireless data service for nomadic users [J].
Bender, P ;
Black, P ;
Grob, M ;
Padovani, R ;
Sindhushayana, N ;
Viterbi, A .
IEEE COMMUNICATIONS MAGAZINE, 2000, 38 (07) :70-77
[2]   INEFFICIENCY OF NASH EQUILIBRIA [J].
DUBEY, P .
MATHEMATICS OF OPERATIONS RESEARCH, 1986, 11 (01) :1-8
[3]   Future-generation wireless networks [J].
Frodigh, M ;
Parkvall, S ;
Roobol, C ;
Johansson, P ;
Larsson, P .
IEEE PERSONAL COMMUNICATIONS, 2001, 8 (05) :10-17
[4]   ON THE CAPACITY OF A CELLULAR CDMA SYSTEM [J].
GILHOUSEN, KS ;
JACOBS, IM ;
PADOVANI, R ;
VITERBI, AJ ;
WEAVER, LA ;
WHEATLEY, CE .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1991, 40 (02) :303-312
[5]   Multiaccess fading channels - Part II: Delay-limited capacities [J].
Hanly, SV ;
Tse, DNC .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1998, 44 (07) :2816-2831
[6]  
HURWICZ KJA, 1960, ESSAYS EC ECONOMETRI, P34
[7]   Non-cooperative uplink power control in cellular radio systems [J].
Ji, HB ;
Huang, CY .
WIRELESS NETWORKS, 1998, 4 (03) :233-240
[8]  
Kelly FP, 1998, J OPER RES SOC, V49, P237, DOI 10.1038/sj.jors.2600523
[9]  
Key P. B., 1999, IEE Proceedings-Software, V146, P39, DOI 10.1049/ip-sen:19990154
[10]  
Lee JW, 2004, IEEE INFOCOM SER, P1067