Joint Power and Admission Control via Linear Programming Deflation

被引:56
|
作者
Liu, Ya-Feng [1 ]
Dai, Yu-Hong [1 ]
Luo, Zhi-Quan [2 ]
机构
[1] Chinese Acad Sci, State Key Lab Sci & Engn Comp, Inst Computat Math & Sci Engn Comp, Acad Math & Syst Sci, Beijing 100190, Peoples R China
[2] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA
基金
美国国家科学基金会;
关键词
Admission control; convex approximation; link removal; power control; sparse optimization; DISTRIBUTED POWER; CONTROL ALGORITHM; NETWORKS;
D O I
10.1109/TSP.2012.2236319
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
We consider the joint power and admission control problem for a wireless network consisting of multiple interfering links. The goal is to support a maximum number of links at their specified signal to interference plus noise ratio (SINR) targets while using a minimum total transmission power. In this work, we first reformulate this NP-hard problem as a sparse sic-minimization problem and then relax it to a linear program. Furthermore, we derive two easy-to-check necessary conditions for all links in the network to be simultaneously supported at their target SINR levels, and use them to iteratively remove strong interfering links ( deflation). An upper bound on the maximum number of supported links is also given. Numerical simulations show that the proposed approach compares favorably with the existing approaches in terms of the number of supported links, the total transmission power, and the execution time.
引用
收藏
页码:1327 / 1338
页数:12
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