Energy-constrained mean field games in wireless networks
byH. Tembine
Year:2014
Bibliography
H. Tembine, Energy-constrained mean field games in wireless networks, Strategic Behavior and the Environment, 2014
Abstract
In this paper, we study anti-jamming problems in energy-aware wireless networks using mean field stochastic games. We consider three types of users: jammers, primary users and secondary users. When active, each secondary transmitter-receiver uses carrier sensing and is subject to a long-term energy constraint. We formulate the interaction between primary and large number of secondary users as a hierarchical mean field game. The proposed mean field framework allows one to describe the evolution of the remaining energy distribution and the location of the secondary users. We provide explicit optimal strategies for both primary and secondary users based on attackers strategies. Each secondary user reacts to the aggregative behavior of the others and manages its battery based on the anticipated complete characterization of the optimal distribution of energy.
1944 0138
Keywords
Mean field stochastic gamesantijamming strategiesone-and-half player game