The use of shapley value to power allocation games in cognitive radio networks

  • Authors:
  • Jerzy Martyna

  • Affiliations:
  • Faculty of Mathematics and Computer Science, Jagiellonian University, Institute of Computer Science, Cracow, Poland

  • Venue:
  • IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
  • Year:
  • 2012

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Abstract

In this paper, the Shapley value method is introduced to power allocation in cognitive radio (CR) networks. This concept is intended to maximize the information throughput sustained by each link over the network. In the traditional approach, game theory is used as a tool to model the interaction between several players and predict the outcome of the power allocation game. Our solution to this problem determines the participation of the players in the formed coalition of secondary users (SUs) in cognitive radio networks by using the Shapley value. The simulation results show the effectiveness of the proposed power control policy.