DocumentCode :
3534109
Title :
Relay assignment over distributed wireless networks: A game theoretic approach
Author :
Ruijian An ; Yu Gu ; Yusheng Ji
Author_Institution :
Grad. Univ. for Adv. Studies, Tokyo, Japan
fYear :
2012
fDate :
3-7 Dec. 2012
Firstpage :
1160
Lastpage :
1165
Abstract :
In this paper, we focus on the relay assignment issue in an ad-hoc network environment. Our objective is to improve the total capacity of all users randomly located in an area. We designed two distributed algorithms, Distributed Game-theoretic Relay Assignment (DGRA) and Distributed Fast-converge Relay Assignment (DFRA), which can achieve correlated equilibrium (CE) and low time complexity respectively. Compared with the centralized algorithms, our mechanisms do not need global information or centralized control. The distributed algorithms can fit the ad-hoc network much better. We consider all the relay candidates as rational players and formulate the relay assignment issue as a non-cooperative, mixed-strategy and repeated game. Each player adaptively makes decisions attending to achieve a higher utility in a modified-regret-matching manner by stages. Also, we show that algorithm DGRA converges to a set of CE(s). DFRA is designed as a fast converge algorithm to gain low time complexity with comparable performance. Extensive simulations show that a huge computation reduction is achieved compared with the centralized algorithm.
Keywords :
ad hoc networks; centralised control; computational complexity; decision making; distributed algorithms; game theory; telecommunication control; CE; DFRA; DGRA; ad-hoc network environment; centralized algorithms; centralized control; computation reduction; correlated equilibrium; decision making; distributed algorithms; distributed fast-converge relay assignment; distributed game-theoretic relay assignment; fast converge algorithm; game theoretic approach; information control; modified-regret-matching manner; noncooperative mixed-strategy repeated game; random location; rational players; relay assignment; relay assignment over distributed wireless networks; time complexity; Ad hoc networks; Algorithm design and analysis; Equations; Games; Optimized production technology; Relays; Silicon;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Globecom Workshops (GC Wkshps), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-4942-0
Electronic_ISBN :
978-1-4673-4940-6
Type :
conf
DOI :
10.1109/GLOCOMW.2012.6477743
Filename :
6477743
Link To Document :
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