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An approach to data fusion for context awareness
Centre for Distributed Systems and Software Engineering.
Centre for Distributed Systems and Software Engineering.
HP Labs, Palo-Alto.
Show others and affiliations
2005 (English)In: Modeling and Using Context: 5th International and Interdisciplinary Conference CONTEXT 2005, Paris, France, July 5-8, 2005. Proceedings / [ed] Anind Dey; Boicho Kokinov; David Leake; Roy Turner, Berlin: Encyclopedia of Global Archaeology/Springer Verlag, 2005, 353-367 p.Conference paper, Published paper (Refereed)
Abstract [en]

We propose and develop an approach modeled with multi-attribute utility theory for sensor fusion in context-aware environments. Our approach is distinguished from existing general purpose fusion techniques by a number of factors including a general underlying context model it is built upon and a set of heuristics it covers. The technique is developed for context-aware applications and we argue that it provides various advantages for data fusion in context-aware scenarios. We experimentally evaluate our approach with actual use cases using real sensors.

Place, publisher, year, edition, pages
Berlin: Encyclopedia of Global Archaeology/Springer Verlag, 2005. 353-367 p.
Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 3554
Identifiers
URN: urn:nbn:se:ltu:diva-26940DOI: 10.1007/11508373_27Local ID: 0353dbf0-cf6b-11dc-9ad7-000ea68e967bISBN: 978-3-540-26924-3 (print)OAI: oai:DiVA.org:ltu-26940DiVA: diva2:1000121
Conference
International and Interdisciplinary Conference on Modeling and Using Context : 05/07/2005 - 08/07/2005
Note
Uppr├Ąttat; 2005; 20080130 (ysko)Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2017-11-25Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
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  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
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Output format
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