DocumentCode
2598140
Title
A novel ground moving target detector in dual-channel SAR images based on the covariance matrix
Author
Gong-tao, Shi ; Gui, Gao ; Gang-yao, Kuang
Author_Institution
Nat. Univ. of Defense Technol., Changsha
fYear
2007
fDate
5-9 Nov. 2007
Firstpage
279
Lastpage
283
Abstract
Concerning the detection of ground moving targets in dual-channel SAR images, a novel detector based on sample covariance matrix is proposed. The method makes use of the principle of orthogonal projection, for obtaining the component of the sample covariance matrix energy vector that is perpendicular to the clutter covariance matrix energy vector, then construct effective metric by this orthogonal component. Compared with traditional DPCA, this new metric can achieve better clutter rejection, eliminate influences from moving targets´ sidelobes, set threshold more easily and get lower false alarm probability. The simulated results prove the effectiveness of this metric.
Keywords
covariance matrices; probability; radar clutter; radar detection; radar imaging; synthetic aperture radar; clutter covariance matrix energy vector; dual-channel SAR image; false alarm probability; ground moving target detector; orthogonal projection principle; Analytical models; Antenna measurements; Covariance matrix; Data analysis; Detectors; Focusing; Motion measurement; Object detection; Parameter estimation; Proposals;
fLanguage
English
Publisher
ieee
Conference_Titel
Synthetic Aperture Radar, 2007. APSAR 2007. 1st Asian and Pacific Conference on
Conference_Location
Huangshan
Print_ISBN
978-1-4244-1188-7
Electronic_ISBN
978-1-4244-1188-7
Type
conf
DOI
10.1109/APSAR.2007.4418608
Filename
4418608
Link To Document