Title :
Formulation of a general imaging algorithm for high-resolution synthetic aperture radar
Author :
Lee, Jung Ah C ; Arikan, Orhan ; Munson, David G., Jr.
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
We consider the application of an alternative imaging algorithm to the inversion of strip-mapping synthetic aperture radar (SAR) data. The algorithm was originally developed and successfully applied in the area of geophysics to estimate the conductivity distribution from wellbore induction measurements. The SAR measurement relation satisfies the same form of integral equation describing the wellbore problem. By exploiting the form of the measurement kernel, we derive a SAR image formation algorithm involving deconvolution-backprojection. Unlike correlation-based SAR image formation, our approach is more general, without simplifying assumptions on the range function, and is robust to measurement noise, at the expense of increased computational complexity. Simulation results are presented that demonstrate the effectiveness of the proposed algorithm
Keywords :
airborne radar; computational complexity; deconvolution; electromagnetic wave scattering; image resolution; integral equations; inverse problems; radar imaging; synthetic aperture radar; SAR data inversion; SAR image formation algorithm; SAR measurement; computational complexity; conductivity distribution; deconvolution-backprojection; geophysics; high resolution synthetic aperture radar; imaging algorithm; integral equation; measurement kernel; measurement noise; range function; side looking airborne radar; simulation results; strip mapping synthetic aperture radar; wellbore induction measurements; Area measurement; Conductivity measurement; Geophysical measurements; Geophysics; High-resolution imaging; Integral equations; Kernel; Noise measurement; Noise robustness; Synthetic aperture radar;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.545727