Non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.

We demonstrate the application of non-gated laser induced breakdown spectroscopy (LIBS) for characterization and classification of organic materials with similar chemical composition. While use of such a system introduces substantive continuum background in the spectral dataset, we show that appropr...

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Main Authors: Ashwin Kumar Myakalwar, Narahara Chari Dingari, Ramachandra Rao Dasari, Ishan Barman, Manoj Kumar Gundawar
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4118875?pdf=render
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spelling doaj-feb3078653554f978b4642b2c5a7ea712020-11-25T02:32:24ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0198e10354610.1371/journal.pone.0103546Non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.Ashwin Kumar MyakalwarNarahara Chari DingariRamachandra Rao DasariIshan BarmanManoj Kumar GundawarWe demonstrate the application of non-gated laser induced breakdown spectroscopy (LIBS) for characterization and classification of organic materials with similar chemical composition. While use of such a system introduces substantive continuum background in the spectral dataset, we show that appropriate treatment of the continuum and characteristic emission results in accurate discrimination of pharmaceutical formulations of similar stoichiometry. Specifically, our results suggest that near-perfect classification can be obtained by employing suitable multivariate analysis on the acquired spectra, without prior removal of the continuum background. Indeed, we conjecture that pre-processing in the form of background removal may introduce spurious features in the signal. Our findings in this report significantly advance the prior results in time-integrated LIBS application and suggest the possibility of a portable, non-gated LIBS system as a process analytical tool, given its simple instrumentation needs, real-time capability and lack of sample preparation requirements.http://europepmc.org/articles/PMC4118875?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Ashwin Kumar Myakalwar
Narahara Chari Dingari
Ramachandra Rao Dasari
Ishan Barman
Manoj Kumar Gundawar
spellingShingle Ashwin Kumar Myakalwar
Narahara Chari Dingari
Ramachandra Rao Dasari
Ishan Barman
Manoj Kumar Gundawar
Non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.
PLoS ONE
author_facet Ashwin Kumar Myakalwar
Narahara Chari Dingari
Ramachandra Rao Dasari
Ishan Barman
Manoj Kumar Gundawar
author_sort Ashwin Kumar Myakalwar
title Non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.
title_short Non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.
title_full Non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.
title_fullStr Non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.
title_full_unstemmed Non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.
title_sort non-gated laser induced breakdown spectroscopy provides a powerful segmentation tool on concomitant treatment of characteristic and continuum emission.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description We demonstrate the application of non-gated laser induced breakdown spectroscopy (LIBS) for characterization and classification of organic materials with similar chemical composition. While use of such a system introduces substantive continuum background in the spectral dataset, we show that appropriate treatment of the continuum and characteristic emission results in accurate discrimination of pharmaceutical formulations of similar stoichiometry. Specifically, our results suggest that near-perfect classification can be obtained by employing suitable multivariate analysis on the acquired spectra, without prior removal of the continuum background. Indeed, we conjecture that pre-processing in the form of background removal may introduce spurious features in the signal. Our findings in this report significantly advance the prior results in time-integrated LIBS application and suggest the possibility of a portable, non-gated LIBS system as a process analytical tool, given its simple instrumentation needs, real-time capability and lack of sample preparation requirements.
url http://europepmc.org/articles/PMC4118875?pdf=render
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