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A Bayesian network approach to threat evaluation with application to an air defense scenario
University of Skövde, School of Humanities and Informatics. University of Skövde, The Informatics Research Centre. University of Skövde, Skövde Artificial Intelligence Lab (SAIL).
University of Skövde, The Informatics Research Centre. University of Skövde, Skövde Artificial Intelligence Lab (SAIL). University of Skövde, School of Humanities and Informatics.ORCID iD: 0000-0001-8884-2154
2008 (English)In: Proceedings of the 11th International Conference on Information Fusion, FUSION 2008, Cologne, 30 June 2008–3 July 2008, IEEE Computer Society, 2008, 1352-1358 p.Conference paper, (Refereed)
Abstract [en]

In this paper, a precise description of the threat evaluation process is presented. This is followed by a review describing which parameters that have been suggested for threat evaluation in an air surveillance context throughout the literature, together with an overview of different algorithms for threat evaluation. Grounded in the findings from the literature review, a threat evaluation system have been developed. The system is based on a Bayesian network approach, making it possible to handle imperfect observations. The structure of the Bayesian network is described in detail. Finally, an analysis of the system’s performance as applied to a synthetic scenario is presented.

Place, publisher, year, edition, pages
IEEE Computer Society, 2008. 1352-1358 p.
Keyword [en]
Bayesian networks, TEWA, threat assessment, threat evaluation, weapons allocation, weapons assignment
National Category
Computer Science
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-3611DOI: 10.1109/ICIF.2008.4632368Scopus ID: 2-s2.0-56749125106ISBN: 978-3-00-024883-2 ISBN: 978-3-8007-3092-6 OAI: oai:DiVA.org:his-3611DiVA: diva2:291116
Conference
11th International Conference on Information Fusion, FUSION 2008; Cologne; Germany; 30 June 2008 through 3 July 2008
Available from: 2010-01-29 Created: 2010-01-29 Last updated: 2015-01-19Bibliographically approved

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CiteExportLink to record
Permanent link

Direct link
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