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Kraus, Marian and Gebert, Florian and Pargmann, Carsten and Walter, Arne and Duschek, Frank (2020) 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/ | ||||||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||||||
| Title: | Online discrimination of chemical substances using standoff laser induced fluorescence signals | ||||||||||||||||||||||||
| Authors: |
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| Date: | 3 February 2020 | ||||||||||||||||||||||||
| Journal or Publication Title: | Journal of Chemometrics | ||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||||||
| DOI: | 10.1002/cem.3121 | ||||||||||||||||||||||||
| Editors: |
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| 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 (old) | ||||||||||||||||||||||||
| 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: | 23 Oct 2023 12:14 |
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