Title :
An N2logN back-projection algorithm for SAR image formation
Author :
Xiao, Shu ; Munson, David C., Jr. ; Basu, Samit ; Bresler, Yoram
Author_Institution :
Illinois Univ., Urbana, IL, USA
fDate :
Oct. 29 2000-Nov. 1 2000
Abstract :
We propose a fast algorithm for far-field SAR imaging based on a new fast back-projection algorithm developed for tomography. We also modify the algorithm for the near-field scenario. The fast back-projection algorithm for SAR has a computational complexity O(N/sup 2/logN). Compared to traditional FFT-based methods, our new algorithm has potential advantages: the new algorithm does not need frequency-domain interpolation, which becomes complex for the wide-angle case; the new approach is applicable to the near-field scenario, taking into account wavefront curvature; and the back-projection algorithm can be easily adapted to parallel computing architectures. For some scenarios of interest, the computational cost of the new back-projection approach is similar to or less than that for FFT based algorithms.
Keywords :
computational complexity; electromagnetic fields; fast Fourier transforms; parallel architectures; radar imaging; synthetic aperture radar; FFT based algorithms; SAR image formation; back-projection algorithm; computational complexity; computational cost; far-field SAR imaging; fast algorithm; fast back-projection algorithm; near-field imaging; parallel computing architectures; tomography; wavefront curvature; Computational complexity; Computational efficiency; Computed tomography; Computer architecture; Image reconstruction; Interpolation; Layout; Parallel processing; Radar antennas; Radar polarimetry;
Conference_Titel :
Signals, Systems and Computers, 2000. Conference Record of the Thirty-Fourth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-6514-3
DOI :
10.1109/ACSSC.2000.910908