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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...

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Autores principales: Ziebold, Ralf, Medina, Daniel, Romanovas, Michailas, Lass, Christoph, Gewies, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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.
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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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