DocumentCode
3701
Title
Moving Target Tracking in Single- and Multichannel SAR
Author
Henke, Daniel ; Mendez Dominguez, Elias ; Small, David ; Schaepman, Michael E. ; Meier, Erich
Author_Institution
Dept. of Geogr., Univ. of Zurich, Zurich, Switzerland
Volume
53
Issue
6
fYear
2015
fDate
Jun-15
Firstpage
3146
Lastpage
3159
Abstract
Methods for moving target tracking in single- and multichannel synthetic aperture radar (SAR) are presented and evaluated using data from the F-SAR system. An approach based on temporal and spatial overlapping SAR images, image statistics, and multitarget unscented Kalman filtering showed promising results for a single-channel linear SAR experiment. Here, we extend this approach to integrate along-track multichannel data, combine single- and multichannel extraction methods, and verify our results on nonlinear test data on all the different extraction methods. The results are validated and compared with ground-based measurements on a highway section, demonstrating the accuracy of the presented method.
Keywords
feature extraction; geophysical image processing; remote sensing by radar; synthetic aperture radar; F-SAR system; along-track multichannel data; ground-based measurements; image statistics; moving target tracking; multichannel SAR; multichannel extraction method; multitarget unscented Kalman filtering; single-channel SAR; single-channel extraction method; single-channel linear SAR experiment; synthetic aperture radar; temporal-spatial overlapping SAR images; Antennas; Data mining; Radar tracking; Sensors; Synthetic aperture radar; Target tracking; Trajectory; Ground moving target indication (GMTI); Kalman filtering; moving target tracking; radar signal analysis; radar velocity measurement; synthetic aperture radar (SAR); tracking filters;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing, IEEE Transactions on
Publisher
ieee
ISSN
0196-2892
Type
jour
DOI
10.1109/TGRS.2014.2369060
Filename
7001607
Link To Document