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Proceedings Paper

Increasing specificity in a low-resolution ion-mobility spectrometer
Author(s): Jack Fulton; Matthew Todd Griffin; Rong Gao; Lefteri H. Tsoukalas
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Paper Abstract

Novel methodology has been developed that simultaneously improves sensitivity and specificity of a low-resolution ion mobility spectroscopy (IMS) sensor. Wavelet transforms have been applied to IMS spectra in order to de-noise and enhance spectral features. Next, trigger metrics of the spectra were derived using a statistical evaluator (SE) and optimized using a genetic algorithm (GA). The combination of wavelets, SE, and GA has been demonstrated to differentiate between background, analyte, interferent, and a binary mixture of analyte and interferent. This results in an overall increase in resolving power. The new system is less sensitive to false positives due to increased selectivity, shows the ability to yield quantitative data at ultra-low concentrations for low level toxicity, has the ability to detect binary mixtures of compounds, and shows great potential in significantly improving chemical warfare detection capabilities under field conditions.

Paper Details

Date Published: 24 June 2002
PDF: 8 pages
Proc. SPIE 4722, Chemical and Biological Sensing III, (24 June 2002); doi: 10.1117/12.472251
Show Author Affiliations
Jack Fulton, Naval Surface Warfare Ctr. (United States)
Matthew Todd Griffin, Naval Surface Warfare Ctr. (United States)
Rong Gao, Purdue Univ. (United States)
Lefteri H. Tsoukalas, Purdue Univ. (United States)


Published in SPIE Proceedings Vol. 4722:
Chemical and Biological Sensing III
Patrick J. Gardner, Editor(s)

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