Title :
DEM Reconstruction Accuracy in Multi-Channel SAR Interferometry
Author :
Ferraiuolo, Giancarlo ; Meglio, Federica ; Pascazio, Vito ; Schirinzi, Gilda
Author_Institution :
Dipt. di Ing. Elettron. e delle Telecomun., Univ. di Napoli Federico II, Naples
fDate :
July 31 2006-Aug. 4 2006
Abstract :
Interferometric SAR (InSAR) systems allow the estimation of the height profile of the Earth surface. Maximum Likelihood (ML) and Maximum A Posteriori (MAP) statistical techniques have shown to be effective for such problem if multiple interferograms, obtained with different baselines and/or with different frequencies, are used (multi-channel InSAR). In this paper, we evaluate the reconstruction performance of the considered ML and MAP statistical height estimation methods in terms of the Cramer-Rao Lower Bounds (CRLB) of the estimated height values.
Keywords :
digital elevation models; geophysical signal processing; geophysical techniques; maximum likelihood estimation; radar interferometry; radar signal processing; remote sensing by radar; synthetic aperture radar; topography (Earth); Cramer-Rao lower bounds; DEM reconstruction accuracy; Earth surface height profile estimation; InSAR systems; interferometric SAR systems; maximum a posteriori technique; maximum likelihood technique; multichannel SAR interferometry; Digital elevation models; Frequency; Image reconstruction; Layout; Maximum likelihood estimation; Phase estimation; Phase measurement; Surface reconstruction; Synthetic aperture radar; Synthetic aperture radar interferometry;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2006. IGARSS 2006. IEEE International Conference on
Conference_Location :
Denver, CO
Print_ISBN :
0-7803-9510-7
DOI :
10.1109/IGARSS.2006.487