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Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation

This paper proposes a method of estimating the attitude of an underwater vehicle. The proposed method uses two field measurements, namely, a gravitational field and a magnetic field represented in terms of vectors in three-dimensional space. In many existing methods that convert the measured field v...

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Autores principales: Ko, Nak Yong, Jeong, Seokki, Hwang, Suk-seung, Pyun, Jae-Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359394/
https://www.ncbi.nlm.nih.gov/pubmed/30650630
http://dx.doi.org/10.3390/s19020330
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author Ko, Nak Yong
Jeong, Seokki
Hwang, Suk-seung
Pyun, Jae-Young
author_facet Ko, Nak Yong
Jeong, Seokki
Hwang, Suk-seung
Pyun, Jae-Young
author_sort Ko, Nak Yong
collection PubMed
description This paper proposes a method of estimating the attitude of an underwater vehicle. The proposed method uses two field measurements, namely, a gravitational field and a magnetic field represented in terms of vectors in three-dimensional space. In many existing methods that convert the measured field vectors into Euler angles, the yaw accuracy is affected by the uncertainty of the gravitational measurement and by the uncertainty of the magnetic field measurement. Additionally, previous methods have used the magnetic field measurement under the assumption that the magnetic field has only a horizontal component. The proposed method utilizes all field measurement components as they are, without converting them into Euler angles. The bias in the measured magnetic field vector is estimated and compensated to take full advantage of all measured field vector components. Because the proposed method deals with the measured field independently, uncertainties in the measured vectors affect the attitude estimation separately without adding up. The proposed method was tested by conducting navigation experiments with an unmanned underwater vehicle inside test tanks. The results were compared with those obtained by other methods, wherein the Euler angles converted from the measured field vectors were used as measurements.
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spelling pubmed-63593942019-02-06 Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation Ko, Nak Yong Jeong, Seokki Hwang, Suk-seung Pyun, Jae-Young Sensors (Basel) Article This paper proposes a method of estimating the attitude of an underwater vehicle. The proposed method uses two field measurements, namely, a gravitational field and a magnetic field represented in terms of vectors in three-dimensional space. In many existing methods that convert the measured field vectors into Euler angles, the yaw accuracy is affected by the uncertainty of the gravitational measurement and by the uncertainty of the magnetic field measurement. Additionally, previous methods have used the magnetic field measurement under the assumption that the magnetic field has only a horizontal component. The proposed method utilizes all field measurement components as they are, without converting them into Euler angles. The bias in the measured magnetic field vector is estimated and compensated to take full advantage of all measured field vector components. Because the proposed method deals with the measured field independently, uncertainties in the measured vectors affect the attitude estimation separately without adding up. The proposed method was tested by conducting navigation experiments with an unmanned underwater vehicle inside test tanks. The results were compared with those obtained by other methods, wherein the Euler angles converted from the measured field vectors were used as measurements. MDPI 2019-01-15 /pmc/articles/PMC6359394/ /pubmed/30650630 http://dx.doi.org/10.3390/s19020330 Text en © 2019 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
Ko, Nak Yong
Jeong, Seokki
Hwang, Suk-seung
Pyun, Jae-Young
Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation
title Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation
title_full Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation
title_fullStr Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation
title_full_unstemmed Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation
title_short Attitude Estimation of Underwater Vehicles Using Field Measurements and Bias Compensation
title_sort attitude estimation of underwater vehicles using field measurements and bias compensation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359394/
https://www.ncbi.nlm.nih.gov/pubmed/30650630
http://dx.doi.org/10.3390/s19020330
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