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A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing

We show that combining vibrational spectroscopy with signal processing can result in a scheme for ultrasensitive detection of molecules. We consider the vibrational spectrum as a signal on the energy axis and apply a matched filter on that axis. On the example of a nerve agent molecule, we show that...

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Detalles Bibliográficos
Autores principales: Tan, Yong Boon, Tay, Ian Rongde, Loy, Liang Yi, Aw, Ke Fun, Ong, Zhi Li, Manzhos, Sergei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6413196/
https://www.ncbi.nlm.nih.gov/pubmed/30795561
http://dx.doi.org/10.3390/molecules24040776
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author Tan, Yong Boon
Tay, Ian Rongde
Loy, Liang Yi
Aw, Ke Fun
Ong, Zhi Li
Manzhos, Sergei
author_facet Tan, Yong Boon
Tay, Ian Rongde
Loy, Liang Yi
Aw, Ke Fun
Ong, Zhi Li
Manzhos, Sergei
author_sort Tan, Yong Boon
collection PubMed
description We show that combining vibrational spectroscopy with signal processing can result in a scheme for ultrasensitive detection of molecules. We consider the vibrational spectrum as a signal on the energy axis and apply a matched filter on that axis. On the example of a nerve agent molecule, we show that this allows detection of a molecule by its vibrational spectrum, even when the recorded spectrum is completely buried in noise when conventional spectroscopic detection is impossible. Detection is predicted to be possible with signal-to-noise ratios in the recorded spectra as low as 0.1. We have studied the importance of the spectral range used for detection as well as of the quality of the computed spectrum used to program the filter, specifically, the role of anharmonicity, of the exchange correlation functional, and of the basis set. The use of the full spectral range rather than of a narrow spectral window with key vibrations is shown to be advantageous, as well as accounting for anharmonicity.
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spelling pubmed-64131962019-03-29 A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing Tan, Yong Boon Tay, Ian Rongde Loy, Liang Yi Aw, Ke Fun Ong, Zhi Li Manzhos, Sergei Molecules Article We show that combining vibrational spectroscopy with signal processing can result in a scheme for ultrasensitive detection of molecules. We consider the vibrational spectrum as a signal on the energy axis and apply a matched filter on that axis. On the example of a nerve agent molecule, we show that this allows detection of a molecule by its vibrational spectrum, even when the recorded spectrum is completely buried in noise when conventional spectroscopic detection is impossible. Detection is predicted to be possible with signal-to-noise ratios in the recorded spectra as low as 0.1. We have studied the importance of the spectral range used for detection as well as of the quality of the computed spectrum used to program the filter, specifically, the role of anharmonicity, of the exchange correlation functional, and of the basis set. The use of the full spectral range rather than of a narrow spectral window with key vibrations is shown to be advantageous, as well as accounting for anharmonicity. MDPI 2019-02-21 /pmc/articles/PMC6413196/ /pubmed/30795561 http://dx.doi.org/10.3390/molecules24040776 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tan, Yong Boon
Tay, Ian Rongde
Loy, Liang Yi
Aw, Ke Fun
Ong, Zhi Li
Manzhos, Sergei
A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing
title A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing
title_full A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing
title_fullStr A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing
title_full_unstemmed A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing
title_short A Scheme for Ultrasensitive Detection of Molecules with Vibrational Spectroscopy in Combination with Signal Processing
title_sort scheme for ultrasensitive detection of molecules with vibrational spectroscopy in combination with signal processing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6413196/
https://www.ncbi.nlm.nih.gov/pubmed/30795561
http://dx.doi.org/10.3390/molecules24040776
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