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Performance Evaluation of IMU and DVL Integration in Marine Navigation

Global navigation satellite system (GNSS) spoofing poses a significant threat to maritime logistics. Many maritime electronic devices rely on GNSS time, positioning, and speed for safe vessel operation. In this study, inertial measurement unit (IMU) and Doppler velocity log (DVL) devices, which are...

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Autores principales: Fukuda, Gen, Hatta, Daisuke, Guo, Xiaoliang, Kubo, Nobuaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913909/
https://www.ncbi.nlm.nih.gov/pubmed/33557144
http://dx.doi.org/10.3390/s21041056
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author Fukuda, Gen
Hatta, Daisuke
Guo, Xiaoliang
Kubo, Nobuaki
author_facet Fukuda, Gen
Hatta, Daisuke
Guo, Xiaoliang
Kubo, Nobuaki
author_sort Fukuda, Gen
collection PubMed
description Global navigation satellite system (GNSS) spoofing poses a significant threat to maritime logistics. Many maritime electronic devices rely on GNSS time, positioning, and speed for safe vessel operation. In this study, inertial measurement unit (IMU) and Doppler velocity log (DVL) devices, which are important in the event of GNSS spoofing or outage, are considered in conventional navigation. A velocity integration method using IMU and DVL in terms of dead-reckoning is investigated in this study. GNSS has been widely used for ship navigation, but IMU, DVL, or combined IMU and DVL navigation have received little attention. Military-grade sensors are very expensive and generally cannot be utilized in smaller vessels. Therefore, this study focuses on the use of consumer-grade sensors. First, the performance of a micro electromechanical system (MEMS)-based yaw rate angle with DVL was evaluated using 60 min of raw data for a 50 m-long ship located in Tokyo Bay. Second, the performance of an IMU-MEMS using three gyroscopes and three accelerometers with DVL was evaluated using the same dataset. A gyrocompass, which is equipped on the ship, is used as a heading reference. The results proved that both methods could achieve less than 1 km horizontal error in 60 min.
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spelling pubmed-79139092021-02-28 Performance Evaluation of IMU and DVL Integration in Marine Navigation Fukuda, Gen Hatta, Daisuke Guo, Xiaoliang Kubo, Nobuaki Sensors (Basel) Article Global navigation satellite system (GNSS) spoofing poses a significant threat to maritime logistics. Many maritime electronic devices rely on GNSS time, positioning, and speed for safe vessel operation. In this study, inertial measurement unit (IMU) and Doppler velocity log (DVL) devices, which are important in the event of GNSS spoofing or outage, are considered in conventional navigation. A velocity integration method using IMU and DVL in terms of dead-reckoning is investigated in this study. GNSS has been widely used for ship navigation, but IMU, DVL, or combined IMU and DVL navigation have received little attention. Military-grade sensors are very expensive and generally cannot be utilized in smaller vessels. Therefore, this study focuses on the use of consumer-grade sensors. First, the performance of a micro electromechanical system (MEMS)-based yaw rate angle with DVL was evaluated using 60 min of raw data for a 50 m-long ship located in Tokyo Bay. Second, the performance of an IMU-MEMS using three gyroscopes and three accelerometers with DVL was evaluated using the same dataset. A gyrocompass, which is equipped on the ship, is used as a heading reference. The results proved that both methods could achieve less than 1 km horizontal error in 60 min. MDPI 2021-02-04 /pmc/articles/PMC7913909/ /pubmed/33557144 http://dx.doi.org/10.3390/s21041056 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
Fukuda, Gen
Hatta, Daisuke
Guo, Xiaoliang
Kubo, Nobuaki
Performance Evaluation of IMU and DVL Integration in Marine Navigation
title Performance Evaluation of IMU and DVL Integration in Marine Navigation
title_full Performance Evaluation of IMU and DVL Integration in Marine Navigation
title_fullStr Performance Evaluation of IMU and DVL Integration in Marine Navigation
title_full_unstemmed Performance Evaluation of IMU and DVL Integration in Marine Navigation
title_short Performance Evaluation of IMU and DVL Integration in Marine Navigation
title_sort performance evaluation of imu and dvl integration in marine navigation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913909/
https://www.ncbi.nlm.nih.gov/pubmed/33557144
http://dx.doi.org/10.3390/s21041056
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