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An Air-to-Ground Combat Survivability Model
Aeronautics, Saab AB, Sweden.
University of Skövde, School of Informatics. University of Skövde, The Informatics Research Centre. (Skövde Artificial Intelligence Lab (SAIL))
2015 (English)In: Journal of Defense Modeling and Simulation: Applications, Methodology, Technology, ISSN 1557-380X, Vol. 12, no 3, 273-287 p.Article in journal (Refereed) Published
Abstract [en]

A survivability model can be a useful component of a tactical support system able to aid fighter pilots to assess the risk of getting hit by enemy fire from ground-based threats. This work identifies three desirable properties of such a model: it should allow for evaluating actions; it should enable domain experts to incorporate their knowledge; and it should represent uncertainties both regarding the locations of the threats as well as their future actions. A survivability model issuggested, which calculates the probability that the aircraft can fly a route unharmed and allows for routes of different lengths to be compared. A domain expert can describe the threats by specifying the risk of getting hit at a position of the route without having to consider the earlier actions of the aircraft and the threats. Three different threat models are suggested and compared. The influence of uncertainties regarding the positions of the threats is studied by calculating the probability density function for the survivability. Different representations that take into account both the uncertainty regarding the present and future situation are discussed. The results indicate that the suggested survivability model could be a useful component of a future tactical support system, even though some further development is needed.

Place, publisher, year, edition, pages
Sage Publications, 2015. Vol. 12, no 3, 273-287 p.
Keyword [en]
survivability model, fighter aircraft, tactical support system, uncertainty, ground-based threats
National Category
Computer and Information Science
Research subject
Technology
Identifiers
URN: urn:nbn:se:his:diva-8372DOI: 10.1177/1548512913484399OAI: oai:DiVA.org:his-8372DiVA: diva2:639582
Available from: 2013-08-08 Created: 2013-08-08 Last updated: 2016-05-24Bibliographically approved

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Erlandsson, TinaNiklasson, Lars
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