• DocumentCode
    3396542
  • Title

    Biological Source Term Estimation Using Particle Counters and Immunoassay Sensors

  • Author

    Robins, P. ; Rapley, V.E. ; Thomas, P.A.

  • Author_Institution
    Hazard Assessment, Simulation & Prediction, Porton Down
  • fYear
    2006
  • fDate
    10-13 July 2006
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Two simple probabilistic sensor models for detection of airborne biological agents are described. The first of these models contains a construct to account for the ambient atmospheric particle background signal, one of the greatest challenges to inferences about biological releases. The second model deals with a simple classification sensor. Information content from each type of sensor is shown and each sensor´s limitations discussed. The utility of these models is demonstrated by their combined implementation into a biological release source term estimator and subsequent promising performance in a simulated release of hazardous airborne biological material. Further testing with more complex simulations and with real data is recommended
  • Keywords
    biosensors; counters; probability; sensor fusion; airborne biological agent; biological source term estimation; classification sensor; immunoassay sensor; particle counter; probabilistic sensor model; Atmospheric modeling; Biological system modeling; Biosensors; Chemical and biological sensors; Chemical sensors; Counting circuits; Hazards; Immune system; Predictive models; Testing; Data fusion; biological detection; sensor network; source term estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2006 9th International Conference on
  • Conference_Location
    Florence
  • Print_ISBN
    1-4244-0953-5
  • Electronic_ISBN
    0-9721844-6-5
  • Type

    conf

  • DOI
    10.1109/ICIF.2006.301723
  • Filename
    4086009