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Performance Characterization of GNSS/IMU/DVL Integration under Real Maritime Jamming Conditions
Currently Global Navigation Satellite Systems (GNSSs) are the primary source for the determination of absolute position, navigation, and time (PNT) for merchant vessel navigation. Nevertheless, the performance of GNSSs can strongly degrade due to space weather events, jamming, and spoofing. Especial...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6164504/ https://www.ncbi.nlm.nih.gov/pubmed/30189646 http://dx.doi.org/10.3390/s18092954 |
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author | Ziebold, Ralf Medina, Daniel Romanovas, Michailas Lass, Christoph Gewies, Stefan |
author_facet | Ziebold, Ralf Medina, Daniel Romanovas, Michailas Lass, Christoph Gewies, Stefan |
author_sort | Ziebold, Ralf |
collection | PubMed |
description | Currently Global Navigation Satellite Systems (GNSSs) are the primary source for the determination of absolute position, navigation, and time (PNT) for merchant vessel navigation. Nevertheless, the performance of GNSSs can strongly degrade due to space weather events, jamming, and spoofing. Especially the increasing availability and adoption of low cost jammers lead to the question of how a continuous provision of PNT data can be realized in the vicinity of these devices. In general, three possible solutions for that challenge can be seen: (i) a jamming-resistant GNSS receiver; (ii) the usage of a terrestrial backup system; or (iii) the integration of GNSS with other onboard navigation sensors such as a speed log, a gyrocompass, and inertial sensors (inertial measurement unit—IMU). The present paper focuses on the third option by augmenting a classical IMU/GNSS sensor fusion scheme with a Doppler velocity log. Although the benefits of integrated IMU/GNSS navigation system have been already demonstrated for marine applications, a performance evaluation of such a multi-sensor system under real jamming conditions on a vessel seems to be still missing. The paper evaluates both loosely and tightly coupled fusion strategies implemented using an unscented Kalman filter (UKF). The performance of the proposed scheme is evaluated using the civilian maritime jamming testbed in the Baltic Sea. |
format | Online Article Text |
id | pubmed-6164504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-61645042018-10-10 Performance Characterization of GNSS/IMU/DVL Integration under Real Maritime Jamming Conditions Ziebold, Ralf Medina, Daniel Romanovas, Michailas Lass, Christoph Gewies, Stefan Sensors (Basel) Article Currently Global Navigation Satellite Systems (GNSSs) are the primary source for the determination of absolute position, navigation, and time (PNT) for merchant vessel navigation. Nevertheless, the performance of GNSSs can strongly degrade due to space weather events, jamming, and spoofing. Especially the increasing availability and adoption of low cost jammers lead to the question of how a continuous provision of PNT data can be realized in the vicinity of these devices. In general, three possible solutions for that challenge can be seen: (i) a jamming-resistant GNSS receiver; (ii) the usage of a terrestrial backup system; or (iii) the integration of GNSS with other onboard navigation sensors such as a speed log, a gyrocompass, and inertial sensors (inertial measurement unit—IMU). The present paper focuses on the third option by augmenting a classical IMU/GNSS sensor fusion scheme with a Doppler velocity log. Although the benefits of integrated IMU/GNSS navigation system have been already demonstrated for marine applications, a performance evaluation of such a multi-sensor system under real jamming conditions on a vessel seems to be still missing. The paper evaluates both loosely and tightly coupled fusion strategies implemented using an unscented Kalman filter (UKF). The performance of the proposed scheme is evaluated using the civilian maritime jamming testbed in the Baltic Sea. MDPI 2018-09-05 /pmc/articles/PMC6164504/ /pubmed/30189646 http://dx.doi.org/10.3390/s18092954 Text en © 2018 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 Ziebold, Ralf Medina, Daniel Romanovas, Michailas Lass, Christoph Gewies, Stefan Performance Characterization of GNSS/IMU/DVL Integration under Real Maritime Jamming Conditions |
title | Performance Characterization of GNSS/IMU/DVL Integration under Real Maritime Jamming Conditions |
title_full | Performance Characterization of GNSS/IMU/DVL Integration under Real Maritime Jamming Conditions |
title_fullStr | Performance Characterization of GNSS/IMU/DVL Integration under Real Maritime Jamming Conditions |
title_full_unstemmed | Performance Characterization of GNSS/IMU/DVL Integration under Real Maritime Jamming Conditions |
title_short | Performance Characterization of GNSS/IMU/DVL Integration under Real Maritime Jamming Conditions |
title_sort | performance characterization of gnss/imu/dvl integration under real maritime jamming conditions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6164504/ https://www.ncbi.nlm.nih.gov/pubmed/30189646 http://dx.doi.org/10.3390/s18092954 |
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