Title :
Applications of integrals of quadratic forms for polarimetric SAR data
Author :
Armando Marino;Irena Hajnsek
Author_Institution :
Open University, Engineering and Innovation, Milton Keynes, United Kingdom
fDate :
7/1/2015 12:00:00 AM
Abstract :
Quadratic forms play an important role in Polarimetric and Interferometric Synthetic Aperture Radar (Pol-InSAR) images. This work is aimed at solving (rigorously and with approximations) the integrals of quadratic forms. Specifically, it is possible to derive that the integral of the quadratic form of covariance matrices (i.e. power of a polarization channel) is equal to the third part of the matrix Trace. Additionally, the integral of the Pol-InSAR coherence (expressed with quadratic forms) can be approximated with the same expression where the quadratic forms are substituted by Trace operators. The derived equations are tested on real ESAR (DLR) quad-polarimetric data.
Keywords :
"Coherence","Covariance matrices","Synthetic aperture radar","Monte Carlo methods","Matrix decomposition","Radar applications"
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
Electronic_ISBN :
2153-7003
DOI :
10.1109/IGARSS.2015.7325745