Title :
2D SAR imaging scheme based on compressive sensing
Author :
Xin Zhang ; Puming Huang ; Xiaohui Li
Author_Institution :
Xi´an Inst. of Space Radio Technol., Xi´an, China
Abstract :
Synthetic aperture radar (SAR) processing is assumed to start with a demodulated baseband signal and attempt to solve ground reflectivity. An expression of two-dimensional SAR echo data in the discrete domain is presented. To meet the requirements of the processing power and reduce the storage, a compressive sensing framework is adopted to solve the ground reflectivity. By a small number of signal samplings, the imaging is constructed efficiently and has a higher resolution. Promising results were obtained by several experiments.
Keywords :
compressed sensing; radar imaging; synthetic aperture radar; 2D SAR imaging scheme; SAR processing; compressive sensing framework; demodulated baseband signal; ground reflectivity; signal samplings;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2013.3253