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Paradoxes in Semi-Dynamic Evolutionary Power Control Game: When Intuition Fools You!

Abstract : This paper studies a power control game over a collision channel. Each player has an energy state and balances energy conservation and transmission success. When opting for higher transmission power, the chances of a successful transmission in the presence of interference increases at the cost of a larger drop in energy. We study this dynamic game when restricting to simple non-dynamic strategies: a power level is chosen at start-up and maintained during the lifetime of the battery. A thorough analysis of the existence and characterization of the equilibria of this evolutionary Hawk-Dove game is conducted. Moreover, we study the stability of our results under various classes of evolutionary dynamics, including replicator dynamics and Brown-von Neumann-Nash (BNN) dynamics and identify various surprising paradoxes. Simulation results validate our theoretical claims.
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Submitted on : Tuesday, December 10, 2013 - 9:48:42 AM
Last modification on : Wednesday, November 3, 2021 - 2:56:47 PM
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Majed Haddad, Eitan Altman, Dieter Fiems, Julien Gaillard. Paradoxes in Semi-Dynamic Evolutionary Power Control Game: When Intuition Fools You!. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, 2013, 12 (11), pp.5728-5739. ⟨10.1109/TWC.2013.101613.122041⟩. ⟨hal-00913143⟩



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