Optimal energy and delay tradeoffs for multiuser wireless downlinks

被引:111
作者
Neely, Michael J. [1 ]
机构
[1] Univ So Calif, Dept Elect Engn, Los Angeles, CA 90089 USA
基金
美国国家科学基金会;
关键词
asymptotic tradeoffs; optimization; queueing; analysis; stability; stochastic control;
D O I
10.1109/TIT.2007.903141
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the fundamental delay tradeoffs for minimizing energy expenditure in a multiuser wireless downlink With randomly varying channels. First, we extend the Berry-Gallager bound to a multiuser context, demonstrating that any algorithm that yields average power within O(1/V) of the minimum power required for network stability must also have an average queueing delay greater than or equal to Omega(root V). We then develop a class of algorithms, parameterized by V, that come within a logarithmic factor of achieving this fundamental tradeoff. The algorithms overcome an exponential state-space explosion, and can be implemented in real time without a priori knowledge of traffic rates or channel statistics. Further, we discover a "superfast" scheduling mode that beats the Berry-Gallager bound in the exceptional case when power functions are piecewise linear.
引用
收藏
页码:3095 / 3113
页数:19
相关论文
共 34 条
[1]   Providing quality of service over a shared wireless link [J].
Andrews, M ;
Kumaran, K ;
Ramanan, K ;
Stolyar, A ;
Whiting, P ;
Vijayakumar, R .
IEEE COMMUNICATIONS MAGAZINE, 2001, 39 (02) :150-154
[2]  
[Anonymous], 1992, MEASURE THEORY FINE
[3]  
[Anonymous], 2003, THESIS MIT CAMBRIDGE
[4]   Communication over fading channels with delay constraints [J].
Berry, RA ;
Gallager, RG .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2002, 48 (05) :1135-1149
[5]  
BERTSEKAS DP, 1995, NONLINEAR PROGRAMMIN
[6]  
CRUZ RL, 2003, P IEEE INFOCOM SAN F
[7]  
CUI S, 2005, P IEEE INT C COMM SE, V5, P2378
[8]  
ERYILMAZ A, 2005, P IEEE INFOCOM MIAM
[9]  
FU A, 2003, P IEEE INFOCOM SAN F
[10]  
Georgiadis L, 2006, FOUND TRENDS NETW, V1