• DocumentCode
    3315521
  • Title

    Search for a Radioactive Source: Coordinated Multiple Observers

  • Author

    Ristic, Branko ; Morelande, Mark ; Gunatilaka, Ajith ; Rutten, Mark

  • Author_Institution
    Defence Sci. & Technol. Organ., Adelaide, SA
  • fYear
    2007
  • fDate
    3-6 Dec. 2007
  • Firstpage
    239
  • Lastpage
    244
  • Abstract
    Given a designated polygon-shaped search area with obstacles, the problem is to establish if a radioactive material of unknown intensity of radiation is present in the area, and if present, its whereabouts. The detection/estimation part of the problem is solved in the Bayesian framework using a particle filter. The coordinated search by multiple observers is carried out by maximization of the information gain measured by the Renyi divergence. The simulation results indicate a fairly high success-rate of the proposed scheme.
  • Keywords
    Bayes methods; radiation detection; Bayesian framework; Renyi divergence; coordinated multiple observers; particle filter; polygon-shaped search area; radioactive source detection; Australia; Gamma ray detectors; Gamma rays; Humans; Particle filters; Position measurement; Radiation detectors; Radioactive materials; Robot kinematics; Vehicle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Sensors, Sensor Networks and Information, 2007. ISSNIP 2007. 3rd International Conference on
  • Conference_Location
    Melbourne, Qld.
  • Print_ISBN
    978-1-4244-1501-4
  • Electronic_ISBN
    978-1-4244-1502-1
  • Type

    conf

  • DOI
    10.1109/ISSNIP.2007.4496850
  • Filename
    4496850