DocumentCode
1935925
Title
Dual-baseline SAR interferometry from correlated phase signals
Author
Lucido, Mario ; Meglio, Federica ; Pascazio, Vito ; Schirinzi, Gilda
Author_Institution
DAEIMI, Univ. di Cassino
fYear
2008
fDate
26-30 May 2008
Firstpage
1
Lastpage
6
Abstract
In this paper we consider the problem of the estimation of the digital elevation model (DEM) of a ground scene starting from dual baseline interferometric synthetic aperture radar (SAR) signals. classical maximum likelihood (ML) estimation techniques require the knowledge of the joint probability density function (PDF) of the two measured interferometric phases. Usually the joint PDF expression is derived assuming that the two interferograms are statistically independent. This assumption is not verified for dual baseline configurations based on three image acquisitions. In this paper we compute the dual baseline joint pdf of the interferometric phases in a closed form, taking into account the mutual correlation of all the involved SAR images and without using any approximation. This expression can be exploited for the computation of the maximum likelihood function and for the method accuracy assessment by means of the Cramer Rao lower bound (CRLB) evaluation.
Keywords
correlation methods; maximum likelihood estimation; probability; radar imaging; radar interferometry; synthetic aperture radar; Cramer Rao lower bound evaluation; classical maximum likelihood estimation technique; digital elevation model; dual-baseline SAR interferometry; image acquisition; joint probability density function; phase signal correlation; synthetic aperture radar signal; Density measurement; Digital elevation models; Land surface; Layout; Maximum likelihood estimation; Phase estimation; Phase measurement; Probability density function; Synthetic aperture radar; Synthetic aperture radar interferometry; DEM estimation; Multi-baselines SAR interferometry; joint phase statistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location
Rome
ISSN
1097-5659
Print_ISBN
978-1-4244-1538-0
Electronic_ISBN
1097-5659
Type
conf
DOI
10.1109/RADAR.2008.4721098
Filename
4721098
Link To Document