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A Bayesian network approach to threat evaluation with application to an air defense scenario
Högskolan i Skövde, Institutionen för kommunikation och information. Högskolan i Skövde, Forskningscentrum för Informationsteknologi. Högskolan i Skövde, Skövde Artificial Intelligence Lab (SAIL).
Högskolan i Skövde, Forskningscentrum för Informationsteknologi. Högskolan i Skövde, Skövde Artificial Intelligence Lab (SAIL). Högskolan i Skövde, Institutionen för kommunikation och information.ORCID-id: 0000-0001-8884-2154
2008 (engelsk)Inngår i: Proceedings of the 11th International Conference on Information Fusion, FUSION 2008, Cologne, 30 June 2008–3 July 2008, IEEE Computer Society, 2008, s. 1352-1358Konferansepaper, Publicerat paper (Fagfellevurdert)
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.

sted, utgiver, år, opplag, sider
IEEE Computer Society, 2008. s. 1352-1358
Emneord [en]
Bayesian networks, TEWA, threat assessment, threat evaluation, weapons allocation, weapons assignment
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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, id: diva2:291116
Konferanse
11th International Conference on Information Fusion, FUSION 2008; Cologne; Germany; 30 June 2008 through 3 July 2008
Tilgjengelig fra: 2010-01-29 Laget: 2010-01-29 Sist oppdatert: 2018-01-12bibliografisk kontrollert

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Totalt: 201 treff
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