Title :
Calibration of spaceborne polarimetric SAR data using a genetic alogrithm
Author :
Moriyama, Toshifumi
Author_Institution :
Dept. of Electr. & Electron. Eng., Nagasaki Univ., Nagasaki, Japan
Abstract :
Calibration method for spaceborne polarimetric SAR data using a genetic algorithm is discussed in this paper. Recently some satellites which have polarimetric synthetic aperture radar were launched, and the polarimetric data analysis techniques are being developed for terrain classification, forest biomass and soil moisture estimations, etc. Thus, polarimetric calibration becomes an important issue for accurate polarimetric analysis. However, typical polarimetric calibration methods have some restrictions. For example, Freeman method requires the polarimetric data which satisfy reflection symmetry and does not estimate cross-talks. Thus, it is desired that a polarimetric calibration method is needed to estimate all polarimetric calibration parameters by using polarimetric data without considering reflection symmetry. In this report, a polarimetric calibration technique based on a genetic algorithm (GA) is proposed. This proposed method can estimate cross-talks, channel imbalances and Faraday rotation angle using one trihedral corner reflector and the measured polarimetric SAR data with non-reflection symmetry.
Keywords :
calibration; data analysis; genetic algorithms; geophysical techniques; radar polarimetry; spaceborne radar; synthetic aperture radar; Faraday rotation angle; Freeman method; calibration method; channel imbalances; cross-talks; forest biomass; genetic algorithm; polarimetric calibration; polarimetric data analysis techniques; polarimetric synthetic aperture radar; reflection symmetry; soil moisture estimations; spaceborne polarimetric SAR data; terrain classification; trihedral corner reflector; Biomass; Calibration; Data analysis; Genetic algorithms; Polarimetric synthetic aperture radar; Reflection; Rotation measurement; Satellites; Soil moisture; Spaceborne radar; Faraday rotation; Polarimetry; calibration; genetic algorithm (GA); synthetic aperture radar (SAR);
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5417707