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Localization Approach for Underwater Sensors in the Magnetic Silencing Facility Based on Magnetic Field Gradients

Localization of the underwater magnetic sensor arrays plays a pivotal role in the magnetic silencing facility. A localization approach is proposed for underwater sensors based on the optimization of magnetic field gradients in the inverse problem of localization. In the localization system, a soleno...

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Detalles Bibliográficos
Autores principales: Zhou, Guohua, Wang, Yufen, Wu, Kena, Wang, Hanming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9415504/
https://www.ncbi.nlm.nih.gov/pubmed/36015775
http://dx.doi.org/10.3390/s22166017
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author Zhou, Guohua
Wang, Yufen
Wu, Kena
Wang, Hanming
author_facet Zhou, Guohua
Wang, Yufen
Wu, Kena
Wang, Hanming
author_sort Zhou, Guohua
collection PubMed
description Localization of the underwater magnetic sensor arrays plays a pivotal role in the magnetic silencing facility. A localization approach is proposed for underwater sensors based on the optimization of magnetic field gradients in the inverse problem of localization. In the localization system, a solenoid coil carrying direct current serves as the magnetic source. By measuring the magnetic field generated by the magnetic source in different positions, an objective function is established. The position vector of the sensor is determined by a novel multi-swarm particle swarm optimization with dynamic learning strategy. Without the optimization of the magnetic source’s positions, the sensors’ positions, especially in the z-axis direction, struggle to meet the requested localization. A strategy is proposed to optimize the positions of the magnetic source based on magnetic field gradients in the three directions of x, y and z axes. Compared with the former method, the model experiments show that the proposed method could achieve a 10 cm location error for the position type 2 sensor and meet the request of localization.
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spelling pubmed-94155042022-08-27 Localization Approach for Underwater Sensors in the Magnetic Silencing Facility Based on Magnetic Field Gradients Zhou, Guohua Wang, Yufen Wu, Kena Wang, Hanming Sensors (Basel) Article Localization of the underwater magnetic sensor arrays plays a pivotal role in the magnetic silencing facility. A localization approach is proposed for underwater sensors based on the optimization of magnetic field gradients in the inverse problem of localization. In the localization system, a solenoid coil carrying direct current serves as the magnetic source. By measuring the magnetic field generated by the magnetic source in different positions, an objective function is established. The position vector of the sensor is determined by a novel multi-swarm particle swarm optimization with dynamic learning strategy. Without the optimization of the magnetic source’s positions, the sensors’ positions, especially in the z-axis direction, struggle to meet the requested localization. A strategy is proposed to optimize the positions of the magnetic source based on magnetic field gradients in the three directions of x, y and z axes. Compared with the former method, the model experiments show that the proposed method could achieve a 10 cm location error for the position type 2 sensor and meet the request of localization. MDPI 2022-08-12 /pmc/articles/PMC9415504/ /pubmed/36015775 http://dx.doi.org/10.3390/s22166017 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
Zhou, Guohua
Wang, Yufen
Wu, Kena
Wang, Hanming
Localization Approach for Underwater Sensors in the Magnetic Silencing Facility Based on Magnetic Field Gradients
title Localization Approach for Underwater Sensors in the Magnetic Silencing Facility Based on Magnetic Field Gradients
title_full Localization Approach for Underwater Sensors in the Magnetic Silencing Facility Based on Magnetic Field Gradients
title_fullStr Localization Approach for Underwater Sensors in the Magnetic Silencing Facility Based on Magnetic Field Gradients
title_full_unstemmed Localization Approach for Underwater Sensors in the Magnetic Silencing Facility Based on Magnetic Field Gradients
title_short Localization Approach for Underwater Sensors in the Magnetic Silencing Facility Based on Magnetic Field Gradients
title_sort localization approach for underwater sensors in the magnetic silencing facility based on magnetic field gradients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9415504/
https://www.ncbi.nlm.nih.gov/pubmed/36015775
http://dx.doi.org/10.3390/s22166017
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