Title :
Inter-Network Cooperation Exploiting Game Theory and Bayesian Networks
Author :
Quer, Giorgio ; Librino, Federico ; Canzian, Luca ; Badia, Leonardo ; Zorzi, Michele
Author_Institution :
Qualcomm Inst., Univ. of California San Diego, La Jolla, CA, USA
Abstract :
Relay sharing has been recently investigated to increase the performance of coexisting wireless multi-hop networks. In this paper, we analyze a scenario where two wireless ad hoc networks are willing to share some of their nodes, acting as relays, in order to gain benefits in terms of lower packet delivery delay and reduced loss probability. Bayesian network analysis is exploited to compute the probabilistic relationships between local parameters and overall performance, whereas the selection of the nodes to share is made by means of a game theoretic approach. Our results are then validated through the use of a system level simulator, which shows that an accurate selection of the shared nodes can significantly increase the performance gain with respect to a random selection scheme.
Keywords :
Bayes methods; ad hoc networks; belief networks; cooperative communication; game theory; Bayesian network analysis; game theoretic approach; internetwork cooperation; loss probability reduction; lower packet delivery delay; node selection; performance gain; probabilistic relationships; random selection scheme; system level simulator; wireless ad hoc networks; wireless multihop networks; Bayes methods; Delays; Games; Network topology; Probabilistic logic; Relays; Bayesian network; game theory; inter-network cooperation; multi-hop networks;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2013.082813.120710