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Stochastic State Dependent Population Games in Wireless Communication

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3 Author(s)
Wiȩcek, P. ; Inst. of Math. & Comput. Sci., Wroclaw Univ. of Technol., Wroclaw, Poland ; Altman, E. ; Hayel, Y.

Much research has been devoted to the tradeoff between throughput and power consumption. Yet little has been done concerning another central challenge: the limitation on battery life. In this paper we study power control in a way that combines all above-mentioned aspects. We propose an appropriate performance metric and establish an optimization framework to analyze it: an adaptation of the Anonymous Sequential Game framework introduced in 1988 by Jovanovic and Rosenthal. We characterize the structure of the equilibrium policies, and provide a fast algorithm to reach equilibrium.

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Automatic Control, IEEE Transactions on  (Volume:56 ,  Issue: 3 )