DocumentCode
2192615
Title
A novel nonparametric method of ground moving target indication based on bi-channel SAR-ATI
Author
Zheng, Mingjie ; Yang, Ruliang ; Wang, Robert ; Ni, Jiang
Author_Institution
Inst. of Electron., Beijing, China
fYear
2012
fDate
22-27 July 2012
Firstpage
3999
Lastpage
4002
Abstract
The paper proposes a nonparametric method for ground moving-target indication (GMTI) using along-track interferometric synthetic aperture radar (SAR), which does not require the theoretical derivations of the joint probability density function of the interferometric magnitude and phase for both homogeneous and heterogeneous clutter. In the proposed approach, a best-fit curve is set as the detection threshold to separate moving targets from clutter and noise. A special technique, termed sliding-window technique, is then employed to reduce residual clutter and noise. The validity of the method has been demonstrated by the experiments performed on simulated spaceborne SAR data.
Keywords
image denoising; interference suppression; object detection; probability; radar clutter; radar detection; radar interferometry; spaceborne radar; synthetic aperture radar; GMTI; along-track interferometric synthetic aperture radar; best-fit curve; bichannel SAR-ATI; detection threshold; ground moving target indication; heterogeneous clutter; homogeneous clutter; interferometric magnitude; joint probability density function; noise reduction; nonparametric method; residual clutter reduction; sliding-window technique; spaceborne SAR data; Clutter; Histograms; Joints; Noise; Probability density function; Spaceborne radar; Synthetic aperture radar; Along-track Interferometry (ATI); ground moving- target indication (GMTI); nonparametric; synthetic aperture radar(SAR);
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location
Munich
ISSN
2153-6996
Print_ISBN
978-1-4673-1160-1
Electronic_ISBN
2153-6996
Type
conf
DOI
10.1109/IGARSS.2012.6350533
Filename
6350533
Link To Document