Barros Cardoso da Silva, Andre and Baumgartner, Stefan (2017) STAP moving target position estimation accuracy improvement and false detection recognition using a priori road information. In: Proceedings International Radar Symposium. International Radar Symposium (IRS), 2017-06-28 - 2017-06-30, Prague, Czech Republic. doi: 10.23919/IRS.2017.8008116. ISSN 2155-5753.
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Abstract
We have recently presented a processor for traffic monitoring applications that combines the post-Doppler space-time adaptive processing (PD STAP) with a road map obtained from the freely available OpenStreetMap (OSM). In this paper, the positioning error model of this processor is presented and discussed. In fact, two error models are combined: one for the PD STAP detections and one for the OSM road points. The positioning error model is essential for obtaining robust and reliable results. It was tested using real 4-channel aperture switching radar data acquired by the DLR’s airborne system F-SAR. The results reveal a powerful algorithm that recognizes and rejects most of the false detections, being suitable for many traffic monitoring applications.
Item URL in elib: | https://elib.dlr.de/111890/ | ||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||
Title: | STAP moving target position estimation accuracy improvement and false detection recognition using a priori road information | ||||||||||||
Authors: |
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Date: | June 2017 | ||||||||||||
Journal or Publication Title: | Proceedings International Radar Symposium | ||||||||||||
Refereed publication: | Yes | ||||||||||||
Open Access: | Yes | ||||||||||||
Gold Open Access: | No | ||||||||||||
In SCOPUS: | Yes | ||||||||||||
In ISI Web of Science: | No | ||||||||||||
DOI: | 10.23919/IRS.2017.8008116 | ||||||||||||
ISSN: | 2155-5753 | ||||||||||||
Status: | Published | ||||||||||||
Keywords: | Post-Doppler STAP, OpenStreetMap, Ground Moving Target Indication (GMTI), Synthetic Aperture Radar (SAR), traffic monitoring | ||||||||||||
Event Title: | International Radar Symposium (IRS) | ||||||||||||
Event Location: | Prague, Czech Republic | ||||||||||||
Event Type: | international Conference | ||||||||||||
Event Dates: | 2017-06-28 - 2017-06-30 | ||||||||||||
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 - Vabene++ (old) | ||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||
Institutes and Institutions: | Microwaves and Radar Institute | ||||||||||||
Deposited By: | Barros Cardoso da Silva, Andre | ||||||||||||
Deposited On: | 18 Apr 2017 12:27 | ||||||||||||
Last Modified: | 19 Jul 2023 13:17 |
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