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Control Theoretic Optimization of 802.11 WLANs: Implementation and Experimental Evaluation

Mannocci, Andrea (2011) Control Theoretic Optimization of 802.11 WLANs: Implementation and Experimental Evaluation. Masters thesis, Universidad Carlos III de Madrid, Spain.

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Abstract

In 802.11 WLANs, the dynamic adaptation of the contention parameters along network conditions results in relevant performance improvements. Despite the ability to change these parameters has been available in standard devices for years, no adaptive mechanism using this functionality has been validated in a realistic deployment so far. In our work, we report our experiences related to the implementation and evaluation of two adaptive algorithms based on control theory, one centralized and one distributed, in a large-scale testbed consisting of eighteen commercial off-the-shelf devices. We conduct extensive measurements under non-ideal channel condition, considering the impact of different network scenarios in terms of number of active nodes and traffic generated. We show that both algorithms significantly outperform the standard configuration in terms of total throughput. We also expose the limitations inherent to distributed schemes, and demonstrate that the centralized approach substantially improves performance under a broad variety of scenarios, which confirms its suitability for real deployments.

Item Type: Theses (Masters)
Additional Information: M.Sc. Thesis Director: Dr. Albert Banchs Roca Supervisors: Albert Banchs Roca, Ph.D; Vincenzo Mancuso, Ph.D.
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
T Technology > T Technology (General)
T Technology > TA Engineering (General). Civil engineering (General)
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Faculty of Engineering, Science and Mathematics > School of Electronics and Computer Science
Depositing User: Rebeca De Miguel
Date Deposited: 20 May 2012 15:55
Last Modified: 05 Mar 2014 11:22
URI: http://eprints.networks.imdea.org/id/eprint/277

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