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Fast GMTI Algorithm For Traffic Monitoring Based On A Priori Knowledge

Baumgartner, Stefan Valentin and Krieger, Gerhard (2012) Fast GMTI Algorithm For Traffic Monitoring Based On A Priori Knowledge. IEEE Transactions on Geoscience and Remote Sensing, 50 (11), pp. 4626-4641. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TGRS.2012.2193133. ISSN 0196-2892.



In this paper a fast a priori knowledge-based ground moving target indication and parameter estimation algorithm applicable to single- as well as to multi-channel synthetic aperture airborne radar data is presented. The algorithm operates directly on range-compressed data. Only the intersection points of the moving vehicle signals with the a priori known road axes, which are mapped into the range-compressed data array, are evaluated. For moving vehicle detection and parameter estimation for each considered road point basically only one single FFT has to be performed. Hence, the required computational power is low and the algorithm is well suited for real-time traffic monitoring applications. The proposed algorithm enables the estimation of the whole position and velocity vectors of the detected moving vehicles, even if only a single-channel synthetic aperture radar system is used.

Item URL in elib:https://elib.dlr.de/69569/
Document Type:Article
Additional Information:©2012 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Title:Fast GMTI Algorithm For Traffic Monitoring Based On A Priori Knowledge
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Baumgartner, Stefan ValentinUNSPECIFIEDhttps://orcid.org/0000-0002-8337-6825UNSPECIFIED
Date:November 2012
Journal or Publication Title:IEEE Transactions on Geoscience and Remote Sensing
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In ISI Web of Science:Yes
Page Range:pp. 4626-4641
Publisher:IEEE - Institute of Electrical and Electronics Engineers
Keywords:Synthetic Aperture Radar (SAR), Ground Moving Target Indication (GMTI), Along-Track Interferometry (ATI), F-SAR, Space-Time Adaptive Processing (STAP)
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 > Radar Concepts
Deposited By: Baumgartner, Dr.-Ing. Stefan V.
Deposited On:21 Apr 2011 08:53
Last Modified:07 Nov 2023 12:55

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