DocumentCode :
567433
Title :
A decision support tool for a Ground Air Traffic Control application
Author :
Jousselme, Anne-Laure ; Maupin, Patrick ; Debaque, Benoit ; Prevost, Donald
Author_Institution :
Defense R & D Canada - Valcartier, Quebec City, QC, Canada
fYear :
2012
fDate :
9-12 July 2012
Firstpage :
60
Lastpage :
67
Abstract :
Designing an optimal video camera network for monitoring ground activities is a critical problem to ensure sufficient performance in video surveillance system. Several authors have addressed this issue in the past, and considered this problem to be essentially a coverage optimization problem. Because of its nature and complexity, this problem is considered to be a multiobjective global optimization problem. In this paper we propose a basic concept for the design of a decision support tool for the deployment of C4ISR systems in general and Ground Air Traffic Control systems in particular. A novel and general formulation of coverage based on distance degraded ROC curves is proposed. This representation allows the user to define in a flexible as well as expressive way a wide variety of constraint combinations to build a sensor placement solution. Visualizations are provided to the user for a meaningful selection among the optimal solution computed. First results with the proposed approach are presented on a Ground Air Traffic Control case study aiming at the positioning of camera networks for the detection and localization of moving objects on runways.
Keywords :
air traffic control; decision support systems; optimisation; video surveillance; C4ISR systems; ROC curves; camera network positioning; constraint combinations; coverage optimization problem; decision support tool; ground activity monitoring; ground air traffic control application; ground air traffic control systems; moving object detection; moving object localization; multiobjective global optimization problem; optimal video camera network; sensor placement solution; video surveillance system; Aircraft; Airports; Algorithm design and analysis; Cameras; Humans; Optimization; Surveillance; Ground Air Traffic Control; ROC curve; Surveillance; camera network; coverage; decision support;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Fusion (FUSION), 2012 15th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-0417-7
Electronic_ISBN :
978-0-9824438-4-2
Type :
conf
Filename :
6289787
Link To Document :
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