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Procedure Proposal for Minimising the Dynamic Error of Second-Order Sensors

This paper proposes the procedure for minimising the dynamic error in the time and frequency domains, based on the example of a second-order sensor. Our procedure includes three main steps: modelling of the sensors using the Monte Carlo (MC) method; determination of the maximum value of the dynamic...

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Autores principales: Tomczyk, Krzysztof, Kowalczyk, Małgorzata, Ostrowska, Ksenia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914898/
https://www.ncbi.nlm.nih.gov/pubmed/35271047
http://dx.doi.org/10.3390/s22051901
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author Tomczyk, Krzysztof
Kowalczyk, Małgorzata
Ostrowska, Ksenia
author_facet Tomczyk, Krzysztof
Kowalczyk, Małgorzata
Ostrowska, Ksenia
author_sort Tomczyk, Krzysztof
collection PubMed
description This paper proposes the procedure for minimising the dynamic error in the time and frequency domains, based on the example of a second-order sensor. Our procedure includes three main steps: modelling of the sensors using the Monte Carlo (MC) method; determination of the maximum value of the dynamic error using the integral-square criterion (ISC); and optimisation of the parameters of the sensor model by minimising the ISC. The uncertainties associated with the modelling procedure and the MC method are also considered. The mathematical formulae necessary for implementation in a given programming language (MathCad, MATLAB, C, etc.) are presented in detail. The proposed procedure was implemented in the frequency domain, using MathCad 15, and applied to the example of the Althen 731-207 accelerometer. Validation of the proposed procedure was carried out using a digital signal processor of type TMS320C6713. The proposed procedure can increase the accuracy of the signal processing obtained at the output of sensors applied to a wide range of measurements.
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spelling pubmed-89148982022-03-12 Procedure Proposal for Minimising the Dynamic Error of Second-Order Sensors Tomczyk, Krzysztof Kowalczyk, Małgorzata Ostrowska, Ksenia Sensors (Basel) Article This paper proposes the procedure for minimising the dynamic error in the time and frequency domains, based on the example of a second-order sensor. Our procedure includes three main steps: modelling of the sensors using the Monte Carlo (MC) method; determination of the maximum value of the dynamic error using the integral-square criterion (ISC); and optimisation of the parameters of the sensor model by minimising the ISC. The uncertainties associated with the modelling procedure and the MC method are also considered. The mathematical formulae necessary for implementation in a given programming language (MathCad, MATLAB, C, etc.) are presented in detail. The proposed procedure was implemented in the frequency domain, using MathCad 15, and applied to the example of the Althen 731-207 accelerometer. Validation of the proposed procedure was carried out using a digital signal processor of type TMS320C6713. The proposed procedure can increase the accuracy of the signal processing obtained at the output of sensors applied to a wide range of measurements. MDPI 2022-02-28 /pmc/articles/PMC8914898/ /pubmed/35271047 http://dx.doi.org/10.3390/s22051901 Text en © 2022 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
Tomczyk, Krzysztof
Kowalczyk, Małgorzata
Ostrowska, Ksenia
Procedure Proposal for Minimising the Dynamic Error of Second-Order Sensors
title Procedure Proposal for Minimising the Dynamic Error of Second-Order Sensors
title_full Procedure Proposal for Minimising the Dynamic Error of Second-Order Sensors
title_fullStr Procedure Proposal for Minimising the Dynamic Error of Second-Order Sensors
title_full_unstemmed Procedure Proposal for Minimising the Dynamic Error of Second-Order Sensors
title_short Procedure Proposal for Minimising the Dynamic Error of Second-Order Sensors
title_sort procedure proposal for minimising the dynamic error of second-order sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914898/
https://www.ncbi.nlm.nih.gov/pubmed/35271047
http://dx.doi.org/10.3390/s22051901
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