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A framework for reactive optimization in mobile ad hoe networks
School of Computing, Informatics and Decision Systems Engineering, Arizona State University, Computer Science and Engineering, Arizona State University, Tempe.
School of Computing, Informatics and Decision Systems Engineering, Arizona State University, Computer Science and Engineering, Arizona State University, Tempe.
Informatics and Mathematical Modelling, Technical University of Denmark.ORCID iD: 0000-0003-4222-9631
2008 (English)In: Proceedings of the 2008 1st International Conference on Information Technology: 19 - 21 May 2008, Poland, Gdansk University of Technology, Faculty of Electronics, Telecommunications and Informatics / [ed] Andrzej Stepnowski, Piscataway, NJ: IEEE Communications Society, 2008, article id 4621578Conference paper, Published paper (Refereed)
Abstract [en]

We present a framework to optimize the performance of a mobile ad hoc network over a wide range of operating conditions. It includes screening experiments to quantify the parameters and interactions among parameters influential to throughput. Profile-driven regression is applied to obtain a model of the non-linear behaviour of throughput. The intermediate models obtained in this modelling effort are used to adapt the parameters as the network conditions change, in order to maximize throughput. The improvements in throughput range from 10-26 times the use of the default parameter settings. The predictive accuracy of the model is monitored and used to update the model dynamically. The results indicate the framework may be useful for the optimization of dynamic systems of high dimension

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE Communications Society, 2008. article id 4621578
National Category
Reliability and Maintenance
Research subject
Quality Technology and Management
Identifiers
URN: urn:nbn:se:ltu:diva-28715DOI: 10.1109/INFTECH.2008.4621578Scopus ID: 57849144305Local ID: 29bc8333-4e7f-43e8-ac79-f6119bbaf1a5ISBN: 9781424422449 (print)OAI: oai:DiVA.org:ltu-28715DiVA, id: diva2:1001919
Conference
International Conference on Information Technology : 18/05/2008 - 21/05/2008
Note
Upprättat; 2008; 20150527 (andbra)Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2018-03-16Bibliographically approved

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf