Title :
Ground moving target imaging by synthetic aperture radar based on an unified framework of keystone transformation
Author :
Lei Yang ; Lifan Zhao ; Lu Wang ; Guoan Bi
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This paper presents a new SAR ground moving target imaging (GMTIm) algorithm based on an unified framework of Keystone transformation (KT). To combat the inherent range-azimuth coupling, an tandem two-step strategy is designed, where the range decoupling is implemented by polar format algorithm (PFA) and the azimuth decoupling is finished by an novel time-frequency representation method that is Lv´s distribution (LVD). We show, mathematically, that the azimuth resampling of PFA has inherently the same mechanism as the KT, and also, the LVD achieves the optimal performance when it is performed in accordance with the KT principle. Therefore, multiple moving targets can be imaged simultaneously. Focused targets´ responses can be obtained in both range and azimuth dimensions. Isotropic point target simulation is designed, and experiments are carried out to validate our proposed SAR-GMTIm algorithm.
Keywords :
image representation; radar tracking; synthetic aperture radar; target tracking; GMTIm algorithm; LV distribution; LVD; PFA; SAR ground moving target imaging algorithm; isotropic point target simulation; keystone transformation; polar format algorithm; range-azimuth coupling; synthetic aperture radar; time-frequency representation method; Azimuth; Clutter; Couplings; Doppler effect; Imaging; Radar imaging; Synthetic aperture radar; Keystone transformation; Lv´s distribution; Synthetic aperture radar (SAR); ground moving target imaging; polar format algorithm;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178473