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Moving-target tracking in single-channel wide-beam SAR


Henke, Daniel; Magnard, Christophe; Frioud, Max; Small, David; Meier, Erich; Schaepman, Michael E (2012). Moving-target tracking in single-channel wide-beam SAR. IEEE Transactions on Geoscience and Remote Sensing, 50(11):4735-4747.

Abstract

A novel method for moving-target tracking using single-channel synthetic aperture radar (SAR) with a large antenna beamwidth is introduced and evaluated using a field experiment and real SAR data. The presented approach is based on subaperture SAR processing, image statistics, and multitarget unscented Kalman filtering. The method is capable of robustly detecting and tracking moving objects over time, providing information not only about the existence of moving targets but also about their trajectories in the image space while illuminated by the radar beam. We have successfully applied the method on an experimental data set using miniature SAR to accurately characterize the movement of vehicles on a highway section in the radar image space.

Abstract

A novel method for moving-target tracking using single-channel synthetic aperture radar (SAR) with a large antenna beamwidth is introduced and evaluated using a field experiment and real SAR data. The presented approach is based on subaperture SAR processing, image statistics, and multitarget unscented Kalman filtering. The method is capable of robustly detecting and tracking moving objects over time, providing information not only about the existence of moving targets but also about their trajectories in the image space while illuminated by the radar beam. We have successfully applied the method on an experimental data set using miniature SAR to accurately characterize the movement of vehicles on a highway section in the radar image space.

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17 citations in Web of Science®
19 citations in Scopus®
16 citations in Microsoft Academic
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Additional indexing

Item Type:Journal Article, refereed, original work
Communities & Collections:07 Faculty of Science > Institute of Geography
Dewey Decimal Classification:910 Geography & travel
Language:English
Date:2012
Deposited On:29 Oct 2012 11:12
Last Modified:13 May 2018 05:32
Publisher:IEEE
ISSN:0196-2892
OA Status:Green
Publisher DOI:https://doi.org/10.1109/tgrs.2012.2191561

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