• DocumentCode
    1906388
  • Title

    INFUSION: A system for situation and threat assessment in current and foreseen scenarios

  • Author

    Digioia, Giusj ; Panzieri, Stefano

  • Author_Institution
    Dipt. di Inf. e Autom., Univ. Roma Tre, Rome, Italy
  • fYear
    2012
  • fDate
    6-8 March 2012
  • Firstpage
    316
  • Lastpage
    323
  • Abstract
    This paper describes INFUSION, a system for the evaluation of situations and threats in simulated military scenarios and for scenario projection, in order to support the decision making process in strategic and tactical context. The system deals with fuzzy variables that model information acquired from the on-going scenario; it adopts the Evidence Theory approach to fuse information and classify situations; moreover, it evaluates threats measuring the risk of on-going situations on the items of interest. INFUSION is able to foresee possible future scenarios, through the projection of the item of the simulated scenario to a desired time or position. Trajectory projection of items depends on their intent, estimated through the Bayesian approach. INFUSION has been tested on different terrestrial scenarios where the situations of encirclement, collision and engagement have been simulated. Considerations on operative results and future works are also reported.
  • Keywords
    belief networks; decision making; fuzzy set theory; inference mechanisms; military computing; security; Bayesian approach; Bayesian network; INFUSION; decision making process; evidence theory; fuzzy variables; information fusion; simulated military scenarios; situation assessment; situation classification; situation evaluation; threat assessment; threat evaluation; trajectory projection; Analytical models; Bayesian methods; Computer architecture; Decision making; Estimation; Real time systems; Trajectory; Bayesian Network; Evidence Theory; Modeling and Simulation; Situation Assessment; Threat Assessment; What-if Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 2012 IEEE International Multi-Disciplinary Conference on
  • Conference_Location
    New Orleans, LA
  • Print_ISBN
    978-1-4673-0343-9
  • Type

    conf

  • DOI
    10.1109/CogSIMA.2012.6188403
  • Filename
    6188403