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Low-Cost and High-Performance Solution for Positioning and Monitoring of Large Structures

Systems for accurate attitude and position monitoring of large structures, such as bridges, tunnels, and offshore platforms are changing in recent years thanks to the exploitation of sensors based on Micro-ElectroMechanical Systems (MEMS) as an Inertial Measurement Unit (IMU). Currently adopted solu...

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Autores principales: de Alteriis, Giorgio, Conte, Claudia, Caputo, Enzo, Chiariotti, Paolo, Accardo, Domenico, Cigada, Alfredo, Schiano Lo Moriello, Rosario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914905/
https://www.ncbi.nlm.nih.gov/pubmed/35270934
http://dx.doi.org/10.3390/s22051788
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author de Alteriis, Giorgio
Conte, Claudia
Caputo, Enzo
Chiariotti, Paolo
Accardo, Domenico
Cigada, Alfredo
Schiano Lo Moriello, Rosario
author_facet de Alteriis, Giorgio
Conte, Claudia
Caputo, Enzo
Chiariotti, Paolo
Accardo, Domenico
Cigada, Alfredo
Schiano Lo Moriello, Rosario
author_sort de Alteriis, Giorgio
collection PubMed
description Systems for accurate attitude and position monitoring of large structures, such as bridges, tunnels, and offshore platforms are changing in recent years thanks to the exploitation of sensors based on Micro-ElectroMechanical Systems (MEMS) as an Inertial Measurement Unit (IMU). Currently adopted solutions are, in fact, mainly based on fiber optic sensors (characterized by high performance in attitude estimation to the detriment of relevant costs large volumes and heavy weights) and integrated with a Global Position System (GPS) capable of providing low-frequency or single-update information about the position. To provide a cost-effective alternative and overcome the limitations in terms of dimensions and position update frequency, a suitable solution and a corresponding prototype, exhibiting performance very close to those of the traditional solutions, are presented and described hereinafter. The solution leverages a real-time Kalman filter that, along with the proper features of the MEMS inertial sensor and Real-Time Kinematic (RTK) GPS, allows achieving performance in terms of attitude and position estimates suitable for this kind of application. The results obtained in a number of tests underline the promising reliability and effectiveness of the solution in estimating the attitude and position of large structures. In particular, several tests carried out in the laboratory highlighted high system stability; standard deviations of attitude estimates as low as 0.04° were, in fact, experienced in tests conducted in static conditions. Moreover, the prototype performance was also compared with a fiber optic sensor in tests emulating actual operating conditions; differences in the order of a few hundredths of a degree were found in the attitude measurements.
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spelling pubmed-89149052022-03-12 Low-Cost and High-Performance Solution for Positioning and Monitoring of Large Structures de Alteriis, Giorgio Conte, Claudia Caputo, Enzo Chiariotti, Paolo Accardo, Domenico Cigada, Alfredo Schiano Lo Moriello, Rosario Sensors (Basel) Article Systems for accurate attitude and position monitoring of large structures, such as bridges, tunnels, and offshore platforms are changing in recent years thanks to the exploitation of sensors based on Micro-ElectroMechanical Systems (MEMS) as an Inertial Measurement Unit (IMU). Currently adopted solutions are, in fact, mainly based on fiber optic sensors (characterized by high performance in attitude estimation to the detriment of relevant costs large volumes and heavy weights) and integrated with a Global Position System (GPS) capable of providing low-frequency or single-update information about the position. To provide a cost-effective alternative and overcome the limitations in terms of dimensions and position update frequency, a suitable solution and a corresponding prototype, exhibiting performance very close to those of the traditional solutions, are presented and described hereinafter. The solution leverages a real-time Kalman filter that, along with the proper features of the MEMS inertial sensor and Real-Time Kinematic (RTK) GPS, allows achieving performance in terms of attitude and position estimates suitable for this kind of application. The results obtained in a number of tests underline the promising reliability and effectiveness of the solution in estimating the attitude and position of large structures. In particular, several tests carried out in the laboratory highlighted high system stability; standard deviations of attitude estimates as low as 0.04° were, in fact, experienced in tests conducted in static conditions. Moreover, the prototype performance was also compared with a fiber optic sensor in tests emulating actual operating conditions; differences in the order of a few hundredths of a degree were found in the attitude measurements. MDPI 2022-02-24 /pmc/articles/PMC8914905/ /pubmed/35270934 http://dx.doi.org/10.3390/s22051788 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
de Alteriis, Giorgio
Conte, Claudia
Caputo, Enzo
Chiariotti, Paolo
Accardo, Domenico
Cigada, Alfredo
Schiano Lo Moriello, Rosario
Low-Cost and High-Performance Solution for Positioning and Monitoring of Large Structures
title Low-Cost and High-Performance Solution for Positioning and Monitoring of Large Structures
title_full Low-Cost and High-Performance Solution for Positioning and Monitoring of Large Structures
title_fullStr Low-Cost and High-Performance Solution for Positioning and Monitoring of Large Structures
title_full_unstemmed Low-Cost and High-Performance Solution for Positioning and Monitoring of Large Structures
title_short Low-Cost and High-Performance Solution for Positioning and Monitoring of Large Structures
title_sort low-cost and high-performance solution for positioning and monitoring of large structures
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914905/
https://www.ncbi.nlm.nih.gov/pubmed/35270934
http://dx.doi.org/10.3390/s22051788
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