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
Link To Document :
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