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Estimating data transfer capacity for intermittent connectivity: A transport aware model
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013).ORCID iD: 0000-0003-3461-7079
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013).ORCID iD: 0000-0003-0368-9221
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013).ORCID iD: 0000-0001-7311-9334
2016 (English)In: 2016 IEEE 27th Annual International Symposium On Personal, Indoor, And Mobile Radio Communications (PIMRC), New York: IEEE, 2016, p. 1-6Conference paper, Published paper (Refereed)
Abstract [en]

Communication performed with mobile devices will experience varying levels of connectivity as the communication device moves in and out of coverage. A subset of mobile communication devices operate under conditions where the connectivity is characterized by relatively short contact periods occurring intermittently. In this paper we propose a model to predict the amount of data that can be transferred during such short contact periods. The model includes aspects of the transport layer slow-start behavior and is validated using data from a long-running measurement campaign in the networks of four Swedish cellular networks. Further validation of the modeling assumptions is performed by employing a numerical optimization technique based on non-linear least squares regression using the iterative Levenberg-Marquardt approach. The model is then used to explore the relevant parameter space.

Place, publisher, year, edition, pages
New York: IEEE, 2016. p. 1-6
National Category
Communication Systems
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:kau:diva-47616DOI: 10.1109/PIMRC.2016.7794853ISI: 000391598800302ISBN: 978-1-5090-3254-9 (print)ISBN: 978-1-5090-3255-6 (print)OAI: oai:DiVA.org:kau-47616DiVA, id: diva2:1063682
Conference
IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)
Projects
HITSAvailable from: 2017-01-10 Created: 2017-01-10 Last updated: 2018-08-14Bibliographically approved

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Garcia, JohanAlfredsson, StefanBrunstrom, Anna
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CiteExportLink to record
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Citation style
  • apa
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