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Hadamard Transform Ion Mobility Spectrometry Based on Matrix Encoding Modulation

Ion mobility spectrometry (IMS) has been widely used for the on-site detection of trace chemicals, but continue to suffer from a low duty cycle of ion injection. The Hadamard transform ion mobility spectrometry (HT-IMS) technique was employed to address the problem with increased signal-to-noise rat...

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Autores principales: Chen, Ke, Li, Lingfeng, Li, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383960/
https://www.ncbi.nlm.nih.gov/pubmed/37514561
http://dx.doi.org/10.3390/s23146267
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author Chen, Ke
Li, Lingfeng
Li, Peng
author_facet Chen, Ke
Li, Lingfeng
Li, Peng
author_sort Chen, Ke
collection PubMed
description Ion mobility spectrometry (IMS) has been widely used for the on-site detection of trace chemicals, but continue to suffer from a low duty cycle of ion injection. The Hadamard transform ion mobility spectrometry (HT-IMS) technique was employed to address the problem with increased signal-to-noise ratio (SNR). However, in this work, through simulation, a certain deviation between the mathematical principle of Hadamard transform and actual data collection process was found, which resulted in a distortion of the baseline in the spectrum. The reason behind this problem was analyzed and a novel IMS based on Sylvester-type Hadamard matrix encoding modulation (Sylvester-HT-IMS), together with a set of date collection and processing technique, was proposed. Sylvester-HT-IMS offered much improved quality of deconvoluted spectrum and overall performance in the simulation. In experimental verification, with reactant ions and product ions characterized, Sylvester-HT-IMS showed improved SNR and ion discrimination over both conventional signal-averaged IMS (SA-IMS) and HT-IMS, providing an alternative method for multiplexed IMS.
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spelling pubmed-103839602023-07-30 Hadamard Transform Ion Mobility Spectrometry Based on Matrix Encoding Modulation Chen, Ke Li, Lingfeng Li, Peng Sensors (Basel) Article Ion mobility spectrometry (IMS) has been widely used for the on-site detection of trace chemicals, but continue to suffer from a low duty cycle of ion injection. The Hadamard transform ion mobility spectrometry (HT-IMS) technique was employed to address the problem with increased signal-to-noise ratio (SNR). However, in this work, through simulation, a certain deviation between the mathematical principle of Hadamard transform and actual data collection process was found, which resulted in a distortion of the baseline in the spectrum. The reason behind this problem was analyzed and a novel IMS based on Sylvester-type Hadamard matrix encoding modulation (Sylvester-HT-IMS), together with a set of date collection and processing technique, was proposed. Sylvester-HT-IMS offered much improved quality of deconvoluted spectrum and overall performance in the simulation. In experimental verification, with reactant ions and product ions characterized, Sylvester-HT-IMS showed improved SNR and ion discrimination over both conventional signal-averaged IMS (SA-IMS) and HT-IMS, providing an alternative method for multiplexed IMS. MDPI 2023-07-10 /pmc/articles/PMC10383960/ /pubmed/37514561 http://dx.doi.org/10.3390/s23146267 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Ke
Li, Lingfeng
Li, Peng
Hadamard Transform Ion Mobility Spectrometry Based on Matrix Encoding Modulation
title Hadamard Transform Ion Mobility Spectrometry Based on Matrix Encoding Modulation
title_full Hadamard Transform Ion Mobility Spectrometry Based on Matrix Encoding Modulation
title_fullStr Hadamard Transform Ion Mobility Spectrometry Based on Matrix Encoding Modulation
title_full_unstemmed Hadamard Transform Ion Mobility Spectrometry Based on Matrix Encoding Modulation
title_short Hadamard Transform Ion Mobility Spectrometry Based on Matrix Encoding Modulation
title_sort hadamard transform ion mobility spectrometry based on matrix encoding modulation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383960/
https://www.ncbi.nlm.nih.gov/pubmed/37514561
http://dx.doi.org/10.3390/s23146267
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