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Counteracting the Effects of GNSS Jamming in a Maritime Multi-Target Scenario by Fusing AIS with Radar Data

Siegert, Gregor and Banyś, Paweł and Hoth, Julian and Heymann, Frank (2017) Counteracting the Effects of GNSS Jamming in a Maritime Multi-Target Scenario by Fusing AIS with Radar Data. In: Proceedings of 30th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2017, pp. 922-932. International Technical Meeting (ITM) 2017, 2017-01-30 - 2017-02-02, Monterey, CA, USA. doi: 10.33012/2017.14958. ISSN 2330-3662.

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Abstract

With the introduction of the Automatic Identification System (AIS) in 2004, GNSS became a cornerstone for traffic Situation assessment in the maritime domain. In this paper we study the impact of GNSS jamming on AIS and explore means of compensating potential AIS outages by fusing AIS with a GPS independent sensor such as radar. An IMM-JPDA filter was designed for multi-target tracking in presence of radar measurements originating from clutter. To demonstrate the working principle of the proposed scheme a dedicated measurement campaign was conducted in the Baltic Sea. In total three vessels were involved, two of them performing highly dynamic maneuvers at sea with the third vessel being anchored in the center of these maneuvers. This static vessel did not only monitor the scene by her radar, but was also equipped with a commercial high power GPS jammer.

Item URL in elib:https://elib.dlr.de/111768/
Document Type:Conference or Workshop Item (Speech)
Title:Counteracting the Effects of GNSS Jamming in a Maritime Multi-Target Scenario by Fusing AIS with Radar Data
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Siegert, GregorUNSPECIFIEDhttps://orcid.org/0000-0002-9134-4110UNSPECIFIED
Banyś, PawełUNSPECIFIEDhttps://orcid.org/0000-0001-9865-1482UNSPECIFIED
Hoth, JulianUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Heymann, FrankUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:March 2017
Journal or Publication Title:Proceedings of 30th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2017
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI:10.33012/2017.14958
Page Range:pp. 922-932
ISSN:2330-3662
Status:Published
Keywords:Maritime Situation Awareness, Multi-Target Tracking, AIS/Radar Fusion, GNSS Jamming
Event Title:International Technical Meeting (ITM) 2017
Event Location:Monterey, CA, USA
Event Type:international Conference
Event Start Date:30 January 2017
Event End Date:2 February 2017
Organizer:Institute of Navigation
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Traffic Management (old)
DLR - Research area:Transport
DLR - Program:V VM - Verkehrsmanagement
DLR - Research theme (Project):V - Automated Aids for Safe and Efficient Vessel Traffic Process (old)
Location: Neustrelitz
Institutes and Institutions:Institute of Communication and Navigation > Nautical Systems
Deposited By: Siegert, Gregor
Deposited On:27 Apr 2017 09:48
Last Modified:24 Apr 2024 20:16

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