RDX detection with THz spectroscopy
Document Type
Article
Publication Date
10-1-2010
Abstract
Spectroscopic analysis in the Terahertz frequency range, providing characteristic "signatures" for explosive and non-explosive materials, is proposed as an efficient and powerful tool for explosive identification. It is demonstrated that spectral responses of materials can be used as fingerprints that distinguish cyclotrimethylenetrinitramine (RDX) from other materials even with simple detectors and a limited number of available frequencies. Detection is performed using a modified least squares approach and multilayer perceptrons that operate on smoothed reflectance spectra. The performance of the detectors is evaluated through application to spectra of RDX and several common materials. A Receiver Operating Characteristic curve analysis demonstrates that our detectors exhibit the desirable properties of high probability of detection and low probability of false alarm. © 2010 Springer Science+Business Media, LLC.
Identifier
77957903941 (Scopus)
Publication Title
Journal of Infrared Millimeter and Terahertz Waves
External Full Text Location
https://doi.org/10.1007/s10762-010-9693-1
e-ISSN
18666906
ISSN
18666892
First Page
1171
Last Page
1181
Issue
10
Volume
31
Grant
DAAE3003D1015-22
Fund Ref
U.S. Army
Recommended Citation
Michalopoulou, Zoi Heleni; Mukherjee, Suman; Hor, Yew Li; Su, Ke; Liu, Zhiwei; Barat, Robert B.; Gary, Dale E.; and Federici, John F., "RDX detection with THz spectroscopy" (2010). Faculty Publications. 6060.
https://digitalcommons.njit.edu/fac_pubs/6060
