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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. International Technical Meeting (ITM) 2017, 30. Jan. - 02. Feb. 2017, Monterey, CA, USA. ISSN 2330-3662.

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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
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Siegert, Gregorgregor.siegert (at) dlr.dehttps://orcid.org/0000-0002-9134-4110
Banyś, Pawełpawel.banys (at) dlr.dehttps://orcid.org/0000-0001-9865-1482
Hoth, Julianjulian.hoth (at) dlr.deUNSPECIFIED
Heymann, Frankfrank.heymann (at) dlr.deUNSPECIFIED
Date:March 2017
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In ISI Web of Science:No
Page Range:pp. 922-932
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 Dates:30. Jan. - 02. Feb. 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:01 Feb 2021 19:27

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