Game Theoretic Study of Cooperative Spectrum Leasing in Cognitive Radio Networks

In this paper, a novel property-right spectrum leasing solution based on Stackelberg game is proposed for Cognitive Radio Networks CRN, where part of the secondary users present probabilistic dishonest behavior. In this model, the Primary User PU as the spectrum owner allows the Secondary User SU to access the shared spectrum for a fraction of time in exchange for providing cooperative relaying service by the SU. A reputation based mechanism is proposed that enables the PU to monitor the cooperative behavior of the SUs and restrict its search space at each time slot to the secondary users that do not present dishonest behavior in the proceeding time slots. The proposed reputation-based solution outperforms the classical Stackelberg games from both primary and reliable secondary users' perspectives. This novel method of filtering out unreliable users increases the PU's expected utility over consecutive time slots and also encourages the SUs to follow the game rule.

[1]  Victor C. M. Leung,et al.  A Stackelberg game for cooperative transmission and random access in cognitive radio networks , 2011, 2011 IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communications.

[2]  Joseph Mitola,et al.  Cognitive radio: making software radios more personal , 1999, IEEE Wirel. Commun..

[3]  Simon Haykin,et al.  Cognitive radio: brain-empowered wireless communications , 2005, IEEE Journal on Selected Areas in Communications.

[4]  Sheng Zhong,et al.  Sprite: a simple, cheat-proof, credit-based system for mobile ad-hoc networks , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[5]  Dipankar Raychaudhuri,et al.  Future Directions in Cognitive Radio Network , 2009 .

[6]  Dusit Niyato,et al.  Competitive Pricing for Spectrum Sharing in Cognitive Radio Networks: Dynamic Game, Inefficiency of Nash Equilibrium, and Collusion , 2008, IEEE Journal on Selected Areas in Communications.

[7]  G. Mailath,et al.  Repeated Games and Reputations: Long-Run Relationships , 2006 .

[8]  Abhay Parekh,et al.  Spectrum sharing for unlicensed bands , 2005, IEEE Journal on Selected Areas in Communications.

[9]  Zhu Han,et al.  Game Theory in Wireless and Communication Networks: Theory, Models, and Applications , 2011 .

[10]  Guillaume Fréchette,et al.  The Evolution of Cooperation in Infinitely Repeated Games: Experimental Evidence , 2011 .

[11]  Umberto Spagnolini,et al.  Cooperation and Cognitive Radio , 2007, 2007 IEEE International Conference on Communications.

[12]  Yeheskel Bar-Ness,et al.  Spectrum Leasing via Distributed Cooperation in Cognitive Radio , 2008, 2008 IEEE International Conference on Communications.

[13]  Anthony Ephremides,et al.  A reputation-based Stackelberg game approach for spectrum sharing with cognitive cooperation , 2013, 52nd IEEE Conference on Decision and Control.

[14]  Walid Saad,et al.  Game Theory in Wireless and Communication Networks: Applications of game theory in communications and networking , 2011 .

[15]  Ali Abedi,et al.  Stochastic game theoretical model for packet forwarding in relay networks , 2013, Telecommun. Syst..

[16]  David Taniar Mobile Computing: Concepts, Methodologies, Tools, and Applications , 2008 .

[17]  Chandana Unnithan,et al.  Evolution of Telecommunications and Mobile Communications in India: A Synthesis in the Transition from Electronic to Mobile Business , 2006 .

[18]  Manohar Das,et al.  A Piecewise Linear Time-Varying Model for Modeling the Charging and Discharging Processes of a Lithium-Ion Battery , 2014, Int. J. Handheld Comput. Res..

[19]  Z. Liu,et al.  Pricing-based spectrum leasing in cognitive radio networks , 2012, IET Networks.

[20]  Pei-ai Zhang,et al.  A note on Stackelberg games , 2008, 2008 Chinese Control and Decision Conference.

[21]  G. Mailath,et al.  Repeated Games and Reputations , 2006 .

[22]  Gregory W. Wornell,et al.  Cooperative diversity in wireless networks: Efficient protocols and outage behavior , 2004, IEEE Transactions on Information Theory.

[23]  Umberto Spagnolini,et al.  Spectrum Leasing to Cooperating Secondary Ad Hoc Networks , 2008, IEEE Journal on Selected Areas in Communications.

[24]  Panos Markopoulos,et al.  Sampling and Reconstructing User Experience , 2011, Int. J. Handheld Comput. Res..

[25]  Dusit Niyato,et al.  Game Theory in Wireless and Communication Networks: Fundamentals of game theory , 2011 .

[26]  Rabah Amir,et al.  Stackelberg versus Cournot Equilibrium , 1999 .

[27]  David Taniar Encyclopedia of Mobile Computing and Commerce , 2007 .

[28]  E. Stacchetti,et al.  Towards a Theory of Discounted Repeated Games with Imperfect Monitoring , 1990 .

[29]  Narayan B. Mandayam,et al.  Pricing for enabling forwarding in self-configuring ad hoc networks , 2004, 2004 IEEE Wireless Communications and Networking Conference (IEEE Cat. No.04TH8733).

[30]  Anders Host-Madsen,et al.  On the capacity of wireless relaying , 2002, Proceedings IEEE 56th Vehicular Technology Conference.

[31]  Ariel Rubinstein,et al.  A Course in Game Theory , 1995 .