Title :
A novel parametric SAR autofocus method
Author :
Xu, Jia ; Peng, Yingning ; Zhang, Liping ; Lin, Yin ; Xia, Xian
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
In synthetic aperture radar (SAR), low scene-contrast may invalidate most of the existing autofocus methods, and the limited autofocus performance is also difficult to verify. Based on a parametric statistical signal model in the coherent processing interval (CPI) of SAR, a novel SAR autofocus method is developed and it is especially applicable to extremely low-contrast scenes. Furthermore, the limitation of CPI length and the Cramer-Rao low bound of the autofocus parameter estimation are all analytically obtained. Finally, real measurement data is also exploited to validate the proposed model and the new method.
Keywords :
focusing; image reconstruction; radar imaging; statistical analysis; synthetic aperture radar; CPI length limitation; Cramer-Rao low bound; SAR imaging; autofocus parameter estimation; coherent processing interval; low scene-contrast; parametric SAR autofocus method; parametric statistical signal model; reconstructed image; synthetic aperture radar; Acceleration; Azimuth; Clutter; Degradation; Distortion measurement; Layout; Parameter estimation; Radar scattering; Signal processing; Synthetic aperture radar;
Conference_Titel :
Radar Conference, 2004. Proceedings of the IEEE
Print_ISBN :
0-7803-8234-X
DOI :
10.1109/NRC.2004.1316394