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Accurate Localization in Acoustic Underwater Localization Systems †

In underwater localization systems several sources of error may impact in different ways the accuracy of the final position estimates. Through simulations and statistical analysis it is possible to identify and characterize such sources of error and their relative importance. This is especially of u...

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Autores principales: Cario, Gianni, Casavola, Alessandro, Gagliardi, Gianfranco, Lupia, Marco, Severino, Umberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865739/
https://www.ncbi.nlm.nih.gov/pubmed/33498791
http://dx.doi.org/10.3390/s21030762
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author Cario, Gianni
Casavola, Alessandro
Gagliardi, Gianfranco
Lupia, Marco
Severino, Umberto
author_facet Cario, Gianni
Casavola, Alessandro
Gagliardi, Gianfranco
Lupia, Marco
Severino, Umberto
author_sort Cario, Gianni
collection PubMed
description In underwater localization systems several sources of error may impact in different ways the accuracy of the final position estimates. Through simulations and statistical analysis it is possible to identify and characterize such sources of error and their relative importance. This is especially of use when an accurate localization system has to be designed within required accuracy prescriptions. This approach allows one to also investigate how much these sources of error influence the final position estimates achieved by an Extended Kalman Filter (EKF). This paper presents the results of experiments designed in a virtual environment used to simulate real acoustic underwater localization systems. The paper intends to analyze the main parameters that significantly influence the position estimates achieved by a Short Baseline (SBL) system. Specifically, the results of this analysis are presented for a proprietary localization system constituted by a surface platform equipped with four acoustic transducers used for the localization of an underwater target. The simulator here presented has the purpose of simulating the hardware system and modifying some of its design parameters, such as the base-line length and the errors on the GPS and Inertial Measurement Unit (IMU) units, in order to understand which parameters have to modify for improving the accuracy of the entire positioning system. It is shown that statistical analysis techniques can be of help in determining the best values of these parameters that permit to improve the performance of a real hardware system.
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spelling pubmed-78657392021-02-07 Accurate Localization in Acoustic Underwater Localization Systems † Cario, Gianni Casavola, Alessandro Gagliardi, Gianfranco Lupia, Marco Severino, Umberto Sensors (Basel) Article In underwater localization systems several sources of error may impact in different ways the accuracy of the final position estimates. Through simulations and statistical analysis it is possible to identify and characterize such sources of error and their relative importance. This is especially of use when an accurate localization system has to be designed within required accuracy prescriptions. This approach allows one to also investigate how much these sources of error influence the final position estimates achieved by an Extended Kalman Filter (EKF). This paper presents the results of experiments designed in a virtual environment used to simulate real acoustic underwater localization systems. The paper intends to analyze the main parameters that significantly influence the position estimates achieved by a Short Baseline (SBL) system. Specifically, the results of this analysis are presented for a proprietary localization system constituted by a surface platform equipped with four acoustic transducers used for the localization of an underwater target. The simulator here presented has the purpose of simulating the hardware system and modifying some of its design parameters, such as the base-line length and the errors on the GPS and Inertial Measurement Unit (IMU) units, in order to understand which parameters have to modify for improving the accuracy of the entire positioning system. It is shown that statistical analysis techniques can be of help in determining the best values of these parameters that permit to improve the performance of a real hardware system. MDPI 2021-01-23 /pmc/articles/PMC7865739/ /pubmed/33498791 http://dx.doi.org/10.3390/s21030762 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cario, Gianni
Casavola, Alessandro
Gagliardi, Gianfranco
Lupia, Marco
Severino, Umberto
Accurate Localization in Acoustic Underwater Localization Systems †
title Accurate Localization in Acoustic Underwater Localization Systems †
title_full Accurate Localization in Acoustic Underwater Localization Systems †
title_fullStr Accurate Localization in Acoustic Underwater Localization Systems †
title_full_unstemmed Accurate Localization in Acoustic Underwater Localization Systems †
title_short Accurate Localization in Acoustic Underwater Localization Systems †
title_sort accurate localization in acoustic underwater localization systems †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865739/
https://www.ncbi.nlm.nih.gov/pubmed/33498791
http://dx.doi.org/10.3390/s21030762
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