• 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