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Distributed and Robust Rate Control for Communication Networks

In: Performance Models and Risk Management in Communications Systems

Author

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  • Tansu Alpcan

    (Technical University of Berlin)

Abstract

Contemporary networks are distributed, complex, and heterogeneous. Ensuring an efficient, fair, and incentive-compatible allocation of bandwidth among their users constitutes a challenging and multi-faceted research problem. This chapter presents three control and game-theoretic approaches that address rate control problems from different perspectives. First, a noncooperative rate control game focusing on incentive compatibility issues is formulated. Secondly, a primal-dual algorithm incorporating queue dynamics and maximizing a global objective is considered. Finally, a robust rate control framework is presented. For each scheme, the respective equilibrium, stability, and robustness properties are rigorously analyzed and discussed.

Suggested Citation

  • Tansu Alpcan, 2011. "Distributed and Robust Rate Control for Communication Networks," Springer Optimization and Its Applications, in: Nalân Gülpınar & Peter Harrison & Berç Rüstem (ed.), Performance Models and Risk Management in Communications Systems, pages 1-32, Springer.
    • Handle: RePEc:spr:spochp:978-1-4419-0534-5_1
    DOI: 10.1007/978-1-4419-0534-5_1
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