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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6413196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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