• DocumentCode
    2388169
  • Title

    Air defense threat assessment based on dynamic Bayesian network

  • Author

    Wang Yi ; Sun Yuan ; Li Ji-Ying ; Xia Sun-Tao

  • Author_Institution
    Dept. of Ordance Sci. & Technol., Naval Aeronaut. & Astronaut. Univ., Yantai, China
  • fYear
    2012
  • fDate
    19-20 May 2012
  • Firstpage
    721
  • Lastpage
    724
  • Abstract
    By understanding the process of threat assessment, the evaluation parameters, which affect threat level, have been analyzed comprehensively. Then the threat assessment of the Bayesian network model has been established. The dynamic Bayesian network reasoning method is used to estimate threat so that the objective factors and individual characteristics of different time slices of the same characteristics can correct each other. This method overcomes the subjectivity and uncertainty of expert assessment partially. Simulation results show that the threat level based on dynamic Bayesian network evaluation algorithm is an effective assessment algorithm, the results can more accurately reflect the true source of the threat level of threat.
  • Keywords
    Bayes methods; military aircraft; uncertainty handling; air defense threat assessment; dynamic Bayesian network; evaluation parameter; expert assessment; objective factor; time slice; uncertainty handling; Aerodynamics; Atmospheric modeling; Bayesian methods; Cognition; Heuristic algorithms; Marine vehicles; Probability distribution; dynamic Bayesian network; probabilistic reasoning; threat assessment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems and Informatics (ICSAI), 2012 International Conference on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4673-0198-5
  • Type

    conf

  • DOI
    10.1109/ICSAI.2012.6223112
  • Filename
    6223112