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
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);
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6350533