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Online discrimination of chemical substances using standoff laser induced fluorescence signals

Kraus, Marian and Gebert, Florian and Pargmann, Carsten and Walter, Arne and Duschek, Frank (2019) Online discrimination of chemical substances using standoff laser induced fluorescence signals. Journal of Chemometrics. Wiley. DOI: 10.1002/cem.3121 ISSN 0886-9383

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Official URL: https://onlinelibrary.wiley.com/doi/full/10.1002/cem.3121

Abstract

This article explains the data acquisition and classification procedure for laser induced fluorescence spectra of twenty chemical agents using laser pulses of two UV wavelengths. Three classification algorithms are trained which can distinguish the samples by their single spectra with an accuracy of over 95 %.

Item URL in elib:https://elib.dlr.de/127324/
Document Type:Article
Title:Online discrimination of chemical substances using standoff laser induced fluorescence signals
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Kraus, MarianMarian.Kraus (at) dlr.dehttps://orcid.org/0000-0002-5385-9420
Gebert, Florianflorian.gebert (at) dlr.dehttps://orcid.org/0000-0003-4009-549X
Pargmann, CarstenCarsten.Pargmann (at) dlr.dehttps://orcid.org/0000-0003-3688-6360
Walter, Arnearne.walter (at) dlr.dehttps://orcid.org/0000-0002-4377-9152
Duschek, FrankFrank.Duschek (at) dlr.dehttps://orcid.org/0000-0002-1809-0257
Date:10 April 2019
Journal or Publication Title:Journal of Chemometrics
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI :10.1002/cem.3121
Editors:
EditorsEmail
Smilde, Age K.UNSPECIFIED
Publisher:Wiley
Series Name:CAC2018 special issue
ISSN:0886-9383
Status:Published
Keywords:standoff identification of chemical agents, classification algorithms, laser induced fluorescence, machine learning
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:fixed-wing aircraft
DLR - Research area:Aeronautics
DLR - Program:L AR - Aircraft Research
DLR - Research theme (Project):L - Laser Research and Technology
Location: Lampoldshausen
Institutes and Institutions:Institute of Technical Physics > Atmospheric Propagation and Effect
Institute of Technical Physics
Deposited By: Kraus, Marian
Deposited On:14 May 2019 13:10
Last Modified:14 May 2019 13:10

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