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Tuning complex sensornet systems using principled engineering methods
University of York.
University of York.ORCID iD: 0000-0003-2415-8219
2009 (English)In: Proceedings of the International Symposium and Workshop on Engineering of Computer Based Systems, 2009, p. 275-284Conference paper, Published paper (Refereed)
Abstract [en]

Sensornet lifespan and utility is limited by the energy resources of individual motes. Network designers seek to maximise energy efficiency while maintaining acceptable Quality of Service. However; the interactions between multiple tunable protocol parameters and multiple performance metrics are generally complex and unknown, and combinatorial explosion renders impossible any exhaustive search approach. In this paper we describe an engineering method to address this multi-dimensional optimisation problem. We apply a Design Of Experiments approach to sample the entire search space. Statistical models are fitted to experimental results to define relationships between inputs and outputs, and to obtain near-optimal solutions.

Place, publisher, year, edition, pages
2009. p. 275-284
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:mdh:diva-23792DOI: 10.1109/ECBS.2009.13ISI: 000266039900029Scopus ID: 2-s2.0-67650227491ISBN: 9780769536026 (print)OAI: oai:DiVA.org:mdh-23792DiVA, id: diva2:682465
Conference
16th Annual IEEE International Conference and Workshop on the Engineering of Computer Based Systems, ECBS 2009; San Francisco, CA; United States; 13 April 2009 through 16 April 2009
Available from: 2013-12-27 Created: 2013-12-19 Last updated: 2014-05-19Bibliographically approved

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Bate, Iain

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CiteExportLink to record
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Citation style
  • apa
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  • nn-NB
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Output format
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  • asciidoc
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