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Proceedings Paper

Matching sensors to missions using a knowledge-based approach
Author(s): Alun Preece; Mario Gomez; Geeth de Mel; Wamberto Vasconcelos; Derek Sleeman; Stuart Colley; Gavin Pearson; Tien Pham; Thomas La Porta
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Paper Abstract

Making decisions on how best to utilise limited intelligence, surveillance and reconnaisance (ISR) resources is a key issue in mission planning. This requires judgements about which kinds of available sensors are more or less appropriate for specific ISR tasks in a mission. A methodological approach to addressing this kind of decision problem in the military context is the Missions and Means Framework (MMF), which provides a structured way to analyse a mission in terms of tasks, and assess the effectiveness of various means for accomplishing those tasks. Moreover, the problem can be defined as knowledge-based matchmaking: matching the ISR requirements of tasks to the ISR-providing capabilities of available sensors. In this paper we show how the MMF can be represented formally as an ontology (that is, a specification of a conceptualisation); we also represent knowledge about ISR requirements and sensors, and then use automated reasoning to solve the matchmaking problem. We adopt the Semantic Web approach and the Web Ontology Language (OWL), allowing us to import elements of existing sensor knowledge bases. Our core ontologies use the description logic subset of OWL, providing efficient reasoning. We describe a prototype tool as a proof-of-concept for our approach. We discuss the various kinds of possible sensor-mission matches, both exact and inexact, and how the tool helps mission planners consider alternative choices of sensors.

Paper Details

Date Published: 3 April 2008
PDF: 12 pages
Proc. SPIE 6981, Defense Transformation and Net-Centric Systems 2008, 698109 (3 April 2008); doi: 10.1117/12.782648
Show Author Affiliations
Alun Preece, Cardiff Univ. (United Kingdom)
Mario Gomez, Univ. of Aberdeen (United Kingdom)
Geeth de Mel, Univ. of Aberdeen (United Kingdom)
Wamberto Vasconcelos, Univ. of Aberdeen (United Kingdom)
Derek Sleeman, Univ. of Aberdeen (United Kingdom)
Stuart Colley, Defence Science and Technology Lab. (United Kingdom)
Gavin Pearson, Defence Science and Technology Lab. (United Kingdom)
Tien Pham, Army Research Lab. (United States)
Thomas La Porta, The Pennsylvania State Univ. (United States)


Published in SPIE Proceedings Vol. 6981:
Defense Transformation and Net-Centric Systems 2008
Raja Suresh, Editor(s)

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