How to Resolve the Maximum Valuable Information in Complex NIR Signal: A Practicable Method Based on Wavelet Transform

A key problem in the field of near infrared (NIR) spectrum study is to obtain the valuable information from the complex NIR signal. A maximum information extraction method based on Wavelet Transform (WT) is proposed in this paper for helping the relative researchers to resolve the signal. The result...

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Detalles Bibliográficos
Autores principales: Chen, Jing, Lu, Xiaoquan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Chemistry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9021636/
https://www.ncbi.nlm.nih.gov/pubmed/35464234
http://dx.doi.org/10.3389/fchem.2022.812567
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author Chen, Jing
Lu, Xiaoquan
author_facet Chen, Jing
Lu, Xiaoquan
author_sort Chen, Jing
collection PubMed
description A key problem in the field of near infrared (NIR) spectrum study is to obtain the valuable information from the complex NIR signal. A maximum information extraction method based on Wavelet Transform (WT) is proposed in this paper for helping the relative researchers to resolve the signal. The results show that the method can serve as an effective tool for obtaining the maximum valuable information in NIR study.
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spelling pubmed-90216362022-04-22 How to Resolve the Maximum Valuable Information in Complex NIR Signal: A Practicable Method Based on Wavelet Transform Chen, Jing Lu, Xiaoquan Front Chem Chemistry A key problem in the field of near infrared (NIR) spectrum study is to obtain the valuable information from the complex NIR signal. A maximum information extraction method based on Wavelet Transform (WT) is proposed in this paper for helping the relative researchers to resolve the signal. The results show that the method can serve as an effective tool for obtaining the maximum valuable information in NIR study. Frontiers Media S.A. 2022-04-07 /pmc/articles/PMC9021636/ /pubmed/35464234 http://dx.doi.org/10.3389/fchem.2022.812567 Text en Copyright © 2022 Chen and Lu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Chemistry
Chen, Jing
Lu, Xiaoquan
How to Resolve the Maximum Valuable Information in Complex NIR Signal: A Practicable Method Based on Wavelet Transform
title How to Resolve the Maximum Valuable Information in Complex NIR Signal: A Practicable Method Based on Wavelet Transform
title_full How to Resolve the Maximum Valuable Information in Complex NIR Signal: A Practicable Method Based on Wavelet Transform
title_fullStr How to Resolve the Maximum Valuable Information in Complex NIR Signal: A Practicable Method Based on Wavelet Transform
title_full_unstemmed How to Resolve the Maximum Valuable Information in Complex NIR Signal: A Practicable Method Based on Wavelet Transform
title_short How to Resolve the Maximum Valuable Information in Complex NIR Signal: A Practicable Method Based on Wavelet Transform
title_sort how to resolve the maximum valuable information in complex nir signal: a practicable method based on wavelet transform
topic Chemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9021636/
https://www.ncbi.nlm.nih.gov/pubmed/35464234
http://dx.doi.org/10.3389/fchem.2022.812567
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