DocumentCode :
2876883
Title :
Synthetic aperture radar interferometry: a statistical model for layover areas
Author :
Wilkinson, Andrew J.
Author_Institution :
Dept. of Electr. Eng., Cape Town Univ., Rondebosch, South Africa
Volume :
5
fYear :
1999
fDate :
1999
Firstpage :
2392
Abstract :
SAR interferometry (InSAR) for topographic mapping is in essence an inverse problem. The author has previously proposed a formal treatment of the problem within the framework of Bayesian inference. To implement this approach it is necessary to construct probabilistic models which relate the measured SAR data to the scene properties, i.e. the likelihood function P (data|θ). The authors now proposes a simple model for the joint statistics in layover areas (i.e. where two or more parts of the scene map to the same area in slant range)
Keywords :
Bayes methods; geophysical techniques; radar imaging; radar theory; remote sensing by radar; synthetic aperture radar; terrain mapping; topography (Earth); Bayes method; Bayesian inference; InSAR; SAR; formal treatment; geophysical measurement technique; interferometric SAR; joint statistics; land surface topography; layover area; likelihood function; model; probabilistic model; radar interferometry; radar remote sensing; statistical model; synthetic aperture radar; terrain mapping; topographic mapping; Azimuth; Cities and towns; Coherence; Gaussian processes; Inverse problems; Layout; Random processes; Signal processing; Statistics; Synthetic aperture radar interferometry;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International
Conference_Location :
Hamburg
Print_ISBN :
0-7803-5207-6
Type :
conf
DOI :
10.1109/IGARSS.1999.771520
Filename :
771520
Link To Document :
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