Matching Theory for Future Wireless Networks: Fundamentals and Applications

被引:421
作者
Gu, Yunan [1 ]
Saad, Walid [2 ,3 ]
Bennis, Mehdi [4 ]
Debbah, Merouane [5 ]
Han, Zhu [1 ]
机构
[1] Univ Houston, Dept Elect & Comp Engn, Houston, TX 77004 USA
[2] Virginia Tech, Bradley Dept Elect & Comp Engn, Blacksburg, VA USA
[3] Kyung Hee Univ, Dept Comp Engn, Seoul, South Korea
[4] Univ Oulu, Ctr Wireless Commun, SF-90100 Oulu, Finland
[5] Huawei France R&D, Shenzhen, Peoples R China
基金
美国国家科学基金会; 新加坡国家研究基金会;
关键词
Cognitive radio - Cognitive systems - Wireless networks;
D O I
10.1109/MCOM.2015.7105641
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
The emergence of novel wireless networking paradigms such as small cell and cognitive radio networks has forever transformed the way in which wireless systems are operated. In particular, the need for self-organizing solutions to manage the scarce spectral resources has become a prevalent theme in many emerging wireless systems. In this article, the first comprehensive tutorial on the use of matching theory, a Nobel Prize winning framework, for resource management in wireless networks is developed. To cater for the unique features of emerging wireless networks, a novel, wireless-oriented classification of matching theory is proposed. Then the key solution concepts and algorithmic implementations of this framework are exposed. The developed concepts are applied in three important wireless networking areas in order to demonstrate the usefulness of this analytical tool. Results show how matching theory can effectively improve the performance of resource allocation in all three applications discussed.
引用
收藏
页码:52 / 59
页数:8
相关论文
共 15 条
[1]  
[Anonymous], P IEEE INFOCOM
[2]  
[Anonymous], 2011, PROC IEEE DSP 2011
[3]  
[Anonymous], 2011, Game Theory in Wireless and Communication Networks: Theory, Models and Applications
[4]  
Bayat S, 2012, IEEE ICC, DOI 10.1109/ICC.2012.6363955
[5]   COLLEGE ADMISSIONS AND STABILITY OF MARRIAGE [J].
GALE, D ;
SHAPLEY, LS .
AMERICAN MATHEMATICAL MONTHLY, 1962, 69 (01) :9-&
[6]  
Gu Y., 2014, P IEEE GLOBECOM
[7]  
Hamidouche K., 2014, P 12 INT S MOD OPT M
[8]   AN EFFICIENT ALGORITHM FOR THE OPTIMAL STABLE MARRIAGE [J].
IRVING, RW ;
LEATHER, P ;
GUSFIELD, D .
JOURNAL OF THE ACM, 1987, 34 (03) :532-543
[9]   Multichannel Opportunistic Carrier Sensing for Stable Channel Access Control in Cognitive Radio Systems [J].
Leshem, Amir ;
Zehavi, Ephraim ;
Yaffe, Yoav .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2012, 30 (01) :82-95
[10]  
Manlove D.F., 2013, ALGORITHMICS MATCHIN