Title :
Situation assessment using graphical models
Author :
Bladon, Peter ; Hall, Richard J. ; Wright, W. Andy
Author_Institution :
Adv. Technol. Centre, BAE SYSTEMS, Bristol, UK
Abstract :
This paper presents a Bayesian network framework for situation assessment. The framework is generated from a set of technical requirements that would be a prerequisite for any situation assessment system. It is shown that Bayesian networks readily satisfy these requirements and produce a system that readily fits into the Endsley (1995) description of situation assessment. The framework can also be seen as part of the observe and orientate components of the OODA loop paradigm.
Keywords :
belief networks; military computing; Bayesian network framework; OODA loop paradigm; graphical models; observe component; orientate component; situation assessment; technical requirements; Aircraft; Bayesian methods; Context awareness; Decision making; Flexible printed circuits; Fuses; Graphical models; Intelligent sensors; Robustness; Sensor phenomena and characterization;
Conference_Titel :
Information Fusion, 2002. Proceedings of the Fifth International Conference on
Conference_Location :
Annapolis, MD, USA
Print_ISBN :
0-9721844-1-4
DOI :
10.1109/ICIF.2002.1020903
