Game Theoretic Optimal Transmission Strategies in Multipacket Reception Sensor Networks
Minh Hanh Ngo, Vikram Krishnamurthy · 2006
Decentralized channel state information is exploited for optimal transmission policies for non-cooperative sensors in wireless networks with the multipacket reception capability. The problem is formulated as a non-cooperative game of a finite number of players and actions with a continuous channel state space. We prove the existence of a Nash equilibrium at which every sensor adopts a threshold policy. A stochastic gradient based algorithm that can be used to adaptively estimate the optimal transmission threshold for a sensor is proposed. The theoretical results and the tracking capability of the algorithm are illustrated via numerical examples