Title :
Reflectivity and DEM Estimation from Multi-baseline Complex SAR Signals
Author :
Evangelista, Annarita ; Meglio, Federica ; Schirinzi, Gilda
Author_Institution :
DAEIMI, Univ. di Cassino, Cassino
Abstract :
Multi-baseline interferometric Synthetic Aperture Radar (In-SAR) systems are used to obtain increased accuracy Digital Elevation Model (DEM) of the observed ground scene. The techniques which are commonly used exploit only the interferometric phase information, and are based on Maximum Likelihood (ML) estimation. Due to the difficulty of express the multi-baseline likelihood function in closed form, they adopt the statistical independence approximation of the interferometric phases. In this paper we present a method exploiting both amplitude and phase of the interferometric images, and allowing to express the multi-baseline likelihood function in closed form. It has also the advantage of correctly performing multi-baseline speckle reduction on the image intensity.
Keywords :
digital elevation models; geophysical techniques; maximum likelihood estimation; radar interferometry; remote sensing by radar; synthetic aperture radar; DEM estimation; Digital Elevation Model; In-SAR systems; Maximum Likelihood estimation; image intensity; interferometric Synthetic Aperture Radar; interferometric images; interferometric phase information; interferometric phases; multi-baseline likelihood function; multi-baseline speckle reduction; multivariate Gaussian signal model; observed ground scene; statistical independence approximation; Additive noise; Amplitude estimation; Layout; Maximum likelihood estimation; Noise level; Phase estimation; Pixel; Reflectivity; Speckle; Synthetic aperture radar interferometry; Synthetic aperture radar; multi-baseline interferometry; speckle reduction;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
DOI :
10.1109/IGARSS.2008.4779336