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Dynamic Compensation of a Piezoelectric Accelerometer Obtained through a General Probabilistic Approach †

Dynamic compensation is the (partial) correction of the measurement signals for the effects due to bandwidth limitations of measurement systems and constitutes a research topic in dynamic measurement. The dynamic compensation of an accelerometer is here considered, as obtained by a method that direc...

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Autores principales: Crenna, Francesco, Rossi, Giovanni Battista, Berardengo, Marta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10143503/
https://www.ncbi.nlm.nih.gov/pubmed/37112291
http://dx.doi.org/10.3390/s23083950
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author Crenna, Francesco
Rossi, Giovanni Battista
Berardengo, Marta
author_facet Crenna, Francesco
Rossi, Giovanni Battista
Berardengo, Marta
author_sort Crenna, Francesco
collection PubMed
description Dynamic compensation is the (partial) correction of the measurement signals for the effects due to bandwidth limitations of measurement systems and constitutes a research topic in dynamic measurement. The dynamic compensation of an accelerometer is here considered, as obtained by a method that directly comes from a general probabilistic model of the measurement process. Although the application of the method is simple, the analytical development of the corresponding compensation filter is quite complex and had been previously developed only for first-order systems, whilst here a second-order system is considered, thus moving from a scalar to a vector problem. The effectiveness of the method has been tested both through simulation and by a dedicated experiment. Both tests have shown the capability of the method of significantly improve the performance of the measurement system when dynamic effects are more prevalent than additive observation noise.
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spelling pubmed-101435032023-04-29 Dynamic Compensation of a Piezoelectric Accelerometer Obtained through a General Probabilistic Approach † Crenna, Francesco Rossi, Giovanni Battista Berardengo, Marta Sensors (Basel) Article Dynamic compensation is the (partial) correction of the measurement signals for the effects due to bandwidth limitations of measurement systems and constitutes a research topic in dynamic measurement. The dynamic compensation of an accelerometer is here considered, as obtained by a method that directly comes from a general probabilistic model of the measurement process. Although the application of the method is simple, the analytical development of the corresponding compensation filter is quite complex and had been previously developed only for first-order systems, whilst here a second-order system is considered, thus moving from a scalar to a vector problem. The effectiveness of the method has been tested both through simulation and by a dedicated experiment. Both tests have shown the capability of the method of significantly improve the performance of the measurement system when dynamic effects are more prevalent than additive observation noise. MDPI 2023-04-13 /pmc/articles/PMC10143503/ /pubmed/37112291 http://dx.doi.org/10.3390/s23083950 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
Crenna, Francesco
Rossi, Giovanni Battista
Berardengo, Marta
Dynamic Compensation of a Piezoelectric Accelerometer Obtained through a General Probabilistic Approach †
title Dynamic Compensation of a Piezoelectric Accelerometer Obtained through a General Probabilistic Approach †
title_full Dynamic Compensation of a Piezoelectric Accelerometer Obtained through a General Probabilistic Approach †
title_fullStr Dynamic Compensation of a Piezoelectric Accelerometer Obtained through a General Probabilistic Approach †
title_full_unstemmed Dynamic Compensation of a Piezoelectric Accelerometer Obtained through a General Probabilistic Approach †
title_short Dynamic Compensation of a Piezoelectric Accelerometer Obtained through a General Probabilistic Approach †
title_sort dynamic compensation of a piezoelectric accelerometer obtained through a general probabilistic approach †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10143503/
https://www.ncbi.nlm.nih.gov/pubmed/37112291
http://dx.doi.org/10.3390/s23083950
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