A game theoretic approach for the association problem in two-tier HetNets

Abstract : This paper addresses a Bayesian game theoretic framework for determining the association rules that decide to which cell a given mobile user should associate in LTE two-tier Heterogeneous Networks (HetNets). Users are assumed to compete to maximize their throughput by picking the best locally serving cell with respect to their own measurement, their demand and a partial statistical channel state information (CSI) of other users. In particular, we investigate the properties of a hierarchical game, in which the macro-cell BS is a player on its own. We derive analytically the utilities related to the channel quality perceived by users to obtain the equilibria. We show by means of a Stackelberg formulation, how the operator, by dynamically choosing the offset about the state of the channel, can optimize its global utility while end-users maximize their individual utilities. The proposed hierarchical decision approach for wireless networks can reach a good trade-off between the global network performance at the equilibrium and the requested amount of signaling. Typically, it is shown that when the network goal is orthogonal to user's goal, this can lead the users to a misleading association problem. Numerical results validate the expectation from the theoretical analysis and illustrate the advantages of the proposed approach.
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Communication dans un congrès
ITC - 25th International Teletraffic Congress, Sep 2013, Shanghai, China. pp.1-9, 2013, 〈10.1109/ITC.2013.6662962〉
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https://hal.inria.fr/hal-00913200
Contributeur : Eitan Altman <>
Soumis le : mardi 10 décembre 2013 - 10:23:06
Dernière modification le : jeudi 4 octobre 2018 - 18:08:16
Document(s) archivé(s) le : vendredi 14 mars 2014 - 09:31:31

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Majed Haddad, Piotr Wiecek, Eitan Altman, Habib Sidi. A game theoretic approach for the association problem in two-tier HetNets. ITC - 25th International Teletraffic Congress, Sep 2013, Shanghai, China. pp.1-9, 2013, 〈10.1109/ITC.2013.6662962〉. 〈hal-00913200〉

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