Title :
A comparison of the Range-Doppler and Chirp Scaling algorithms with reference to RADARSAT
Author :
Hughes, W. ; Gault, K. ; Princz, G.J.
Author_Institution :
Atlantis Sci. Syst. Group Inc., Ottawa, Ont., Canada
Abstract :
The Range-Doppler algorithm has long been a popular method for the digital processing of SAR data from spaceborne platforms. The success of this algorithm is due in part to its conceptual simplicity, and in part to a number of approximations which reduce the computational complexity of the method. However, the widespread use of these same approximations has given the Range-Doppler algorithm the (mostly undeserved) reputation of producing inferior image quality, especially with regard to phase. In recent years, the Chirp-Scaling algorithm has been proposed as an alternative to Range-Doppler. The Chirp-Scaling algorithm avoids the complicated and computationally expensive interpolations used by the Range-Doppler algorithm and is more naturally phase preserving. RADARSAT (single beam) data, in view of its moderate squint and multiple PRF Doppler Centroid excursion across an image, is a good test case for both algorithms. Atlantis, with the support of the Canada Centre for Remote Sensing, has developed a desk top software processor which implements both the Range-Doppler and Chirp-Scaling algorithms. In this paper, a comparison is made between the performance of the two algorithms with reference to the RADARSAT sensor. As well, issues of implementation and computational complexity are discussed
Keywords :
geophysical signal processing; geophysical techniques; image processing; radar imaging; radar signal processing; remote sensing by radar; spaceborne radar; synthetic aperture radar; Chirp Scaling algorithm; RADARSAT; Range-Doppler algorithm; computational complexity; digital processing; geophysical measurement technique; image processing; land surface; radar imaging; radar remote sensing; radar signal processing; spaceborne radar; terrain mapping; Chirp; Computational complexity; Data mining; Focusing; Frequency domain analysis; Interpolation; Remote sensing; Software algorithms; Spaceborne radar; Testing;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1996. IGARSS '96. 'Remote Sensing for a Sustainable Future.', International
Conference_Location :
Lincoln, NE
Print_ISBN :
0-7803-3068-4
DOI :
10.1109/IGARSS.1996.516621