Title :
Required Spectral Resolution for Bioaerosol Detection Algorithms Using Standoff Laser-Induced Fluorescence Measurements
Author :
Farsund, Øystein ; Rustad, Gunnar ; Kåsen, Ingebjorg ; Haavardsholm, Trym Vegard
Author_Institution :
Norwegian Defence Res. Establ., Kjeller, Norway
fDate :
3/1/2010 12:00:00 AM
Abstract :
We have developed and tested a standoff biological aerosol detection demonstrator employing ultraviolet laser-induced fluorescence. It is based on commercially available components including a pulsed 355-nm laser and an intensified charge-coupled device camera. Biological warfare simulants and interferents were released and measured in open air field and closed-chamber laboratory tests. We analyzed the experimental data at different spectral resolutions, using statistics-based anomaly detection, and spectral angle mapping algorithms. The results show that less than 20 spectral channels in the 350-700-nm spectral region are sufficient in order to discriminate between the agents released using these methods. This corresponds to sacrificing high spectral resolution for the benefit of more photons in each channel and reduced computation time.
Keywords :
CCD image sensors; aerosols; fluorescence spectroscopy; measurement by laser beam; photons; statistical analysis; bioaerosol detection algorithms; biological warfare simulants; charge-coupled device camera; closed-chamber laboratory tests; size 350 nm to 700 nm; spectral angle mapping algorithms; spectral resolution; standoff biological aerosol detection demonstrator; standoff laser-induced fluorescence measurements; statistics-based anomaly detection; ultraviolet laser-induced fluorescence; Aerosols; Algorithm design and analysis; Cameras; Data analysis; Detection algorithms; Fluorescence; Laboratories; Optical computing; Optical pulses; Testing; Fluorescence spectroscopy; object detection; spectral analysis;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2009.2037794