Title :
Noniterative quality phase-gradient autofocus (QPGA) algorithm for spotlight SAR imagery
Author :
Chan, Hian Lim ; Yeo, Tat Soon
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
fDate :
9/1/1998 12:00:00 AM
Abstract :
The phase-gradient autofocus (PGA) technique is robust over a wide range of imagery and phase error functions, but the convergence usually requires four-six iterations. It is necessarily iterative in an attempt to converge on a dominant target against clutter interference, while sufficiently capturing the blur function. The authors propose to speed the estimation convergence by selectively increasing the pool of quality synchronization sources and not be limited by the range pixels of the SAR map. This is highly probable since each range bin contains more than one prominent scatterer across the integration aperture. It is also highly probable that the least-brightest selected scatterer in a range gate may turn out to be of higher energy as compared to the maximum brightest scatterer of another gate. With appropriate target filtering to final select the quality scatterers out of the large pool and with higher order phase error measurement tool, the new algorithm achieves near-convergence focusing quality without iteration. The authors named this solution the quality PGA (QPGA) algorithm
Keywords :
geophysical signal processing; geophysical techniques; radar imaging; remote sensing by radar; synthetic aperture radar; QPGA; SAR imaging; blur function; clutter interference; geophysical measurement technique; iterative method; land surface; noniterative quality phase-gradient autofocus algorithm; phase error function; phase gradient autofocus method; quality PGA algorithm; radar remote sensing; range bin; spotlight SAR imagery; synthetic aperture radar; terrain mapping; Apertures; Clutter; Convergence; Electronics packaging; Filtering; Image converters; Interference; Iterative algorithms; Robustness; Scattering;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on