Title :
SAR Image Stacking for the Exploitation of Long-Term Coherent Targets
Author :
De Zan, Francesco ; López-Dekker, Paco
Author_Institution :
Microwaves & Radar Inst., German Aerosp. Center (DLR), Wessling, Germany
fDate :
5/1/2011 12:00:00 AM
Abstract :
This letter shows that in a repeat-pass data set of synthetic aperture radar (SAR) images, a long-term coherent component, when present, can be recovered by coherent temporal filtering of the SAR images and can successively form interferograms with higher signal-to-noise ratio. The validity of the idea is confirmed through simulations and one example with real TerraSAR-X data. The theoretical necessity of using long-term interferograms is also discussed and linked to autoregressive processes, starting from the observation that the optimal weighting is given by the inverse of the covariance matrix.
Keywords :
covariance matrices; filtering theory; radar imaging; synthetic aperture radar; SAR image stacking; TerraSAR-X data; coherent temporal filtering; covariance matrix; long-term coherent targets; long-term interferograms; signal to noise ratio; synthetic aperture radar images; Coherence; Decorrelation; Estimation; Interferometry; Noise; Stacking; Synthetic aperture radar; Synthetic aperture radar interferometry;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2010.2089494