DocumentCode :
1511296
Title :
Interferometric SAR Extended Coherence Calculation Based on Fractional Lower Order Statistics
Author :
Bian, Yong ; Mercer, Bryan
Author_Institution :
Dept. of Geomatics Eng., Univ. of Calgary, Calgary, AB, Canada
Volume :
7
Issue :
4
fYear :
2010
Firstpage :
841
Lastpage :
845
Abstract :
A polarimetric synthetic aperture radar (SAR) coherence calculation method based on fractional lower order statistics (FLOS) was proposed in Bian´s paper. In this letter, we apply this approach to the coherence calculation for interferometric SAR (InSAR) and provide a detailed analysis. An L-band InSAR data set is used to provide comparative results between the coherence derived in the traditional manner and that based on FLOS. In the areas around strong scatterers, the coherence is found to be biased due to the deviation of the statistical model from Gaussian when using the traditional coherence calculation. However, the coherence based on FLOS largely reduces this bias. From the experimental results using the InSAR data, we found that this method reduces the artifacts in the traditional coherence calculation method. The removal of bias due to sample estimation is also discussed.
Keywords :
radar interferometry; radar polarimetry; synthetic aperture radar; L-band InSAR data set; extended coherence calculation; fractional lower order statistics; interferometric synthetic aperture radar; polarimetric synthetic aperture radar; statistical model; Coherence; Digital elevation models; L-band; Polarimetric synthetic aperture radar; Radar detection; Radar scattering; Statistical distributions; Statistics; Synthetic aperture radar; Synthetic aperture radar interferometry; Alpha-stable distribution; coherence calculation; fractional lower order statistics; interferometric SAR (InSAR);
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
Publisher :
ieee
ISSN :
1545-598X
Type :
jour
DOI :
10.1109/LGRS.2010.2048695
Filename :
5482115
Link To Document :
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