Bayesian-Based Game Theoretic Model to Guarantee Cooperativeness in Hybrid RF/FSO Mesh Networks

In this paper we describe an effective new technique by which to guarantee cooperativeness in Hybrid Radio-Frequency/Free Space Optics (RF/FSO) networks. Our approach is based on a novel Bayesian game-theoretic model, and uses a pricing scheme in which each destination node pays some amount of virtual money to the source node in order to acquire a reliable connection. We describe both single-stage and multi-stage solutions for the game in terms of its Nash and Perfect Bayesian Equilibriums. Pure strategies are found when the required conditions are met; otherwise the game is played as a mixed-strategy. Our numerical results quantify the inherent tradeoffs involved in changing the game's parameters vis-a-vis the equilibrium player strategies and game's outcomes.

[1]  Daniël Wedema Games And Information An Introduction To Game Theory 3rd Edition , 2011 .

[2]  Vijitha Weerackody,et al.  Free-Space Optical Communications for Next-generation Military Networks , 2006, IEEE Communications Magazine.

[3]  David M. Kreps,et al.  Reputation and imperfect information , 1982 .

[4]  Mark A. Shayman,et al.  WSN18-4: Integrated Backup Topology Control and Routing of Obscured Traffic in Hybrid RF/FSO Networks , 2006, IEEE Globecom 2006.

[5]  Petteri Nurmi,et al.  Modeling energy constrained routing in selfish ad hoc networks , 2006, GameNets '06.

[7]  John R. Spletzer,et al.  On the deployment of a hybrid free-space optic/radio frequency (FSO/RF) mobile ad-hoc network , 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[8]  Wolfgang Leiniger,et al.  Games and information: An introduction to game theory: Eric Rasmusen, (Basil Blackwell, Oxford, 1989) , 1991 .

[9]  B. Krishnamachari,et al.  A price-based reliable routing game in wireless networks , 2006, International ICST Conference on Game Theory for Networks.

[10]  Cristina Comaniciu,et al.  A Bayesian game approach for intrusion detection in wireless ad hoc networks , 2006, GameNets '06.

[11]  M. Dufwenberg Game theory. , 2011, Wiley interdisciplinary reviews. Cognitive science.

[12]  Chang Liu,et al.  Building blocks for mobile free-space-optical networks , 2005, Second IFIP International Conference on Wireless and Optical Communications Networks, 2005. WOCN 2005..

[13]  Samir Khuller,et al.  Integrated topology control and routing in wireless optical mesh networks , 2007, Comput. Networks.