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Auto-optimisation des réseaux sans fil. Une approche par la théorie des jeux

Abstract : Operators and manufacturers of wireless networks are required to develop new strategies to cope with the increase fast data streams generated by new applications such as streaming video. On the one hand, the recent saturation cellular networks can be partly resolved by diversifying to each mobile, network access technologies. For example, Most mobile phones now has the ability to connect to WiFi access points in addition to cellular networks classic. In addition, careful management of allocations of mobile the various access points allows more efficient use resources (energy, radio frequency ...), and increases capacity mobile home, without necessarily resorting to a densification expensive radio coverage. This thesis is part of the problem of self-optimization networks in general and wireless networks in particular. Because of the highly dynamic nature of wireless networks, algorithms optimization must be able to adapt to changes random environment independently. In this thesis, First we propose a dynamic control algorithm optimizes the allocation of mobile while taking into account the capacity constraints. Although difficult to implement in practice, this algorithm gives an upper bound performance it is achievable. Due to the high aspect decentralized optimization problems, we have been led to develop methods of cooperation inspired by the theory of games. Finally, we compared several algorithms Stochastic optimization in terms of efficiency and robustness which are currently prototyping in an industrial laboratory.
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Submitted on : Thursday, December 1, 2011 - 5:53:27 PM
Last modification on : Thursday, November 19, 2020 - 12:59:52 PM
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  • HAL Id : tel-00647296, version 1




Pierre Coucheney. Auto-optimisation des réseaux sans fil. Une approche par la théorie des jeux. Autre [cs.OH]. Université de Grenoble, 2011. Français. ⟨NNT : 2011GRENM031⟩. ⟨tel-00647296⟩



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