DocumentCode
2940605
Title
Robust Doppler Centroid estimate for ERS and ENVISAT
Author
De Stefano, M. ; Guarnieri, A. Monti
Author_Institution
Dipt. di Elettronica, Politecnico di Milano, Italy
Volume
6
fYear
2003
fDate
21-25 July 2003
Firstpage
4062
Abstract
The algorithm presented is capable of retrieving the correct DC ambiguity and to fit a fine polynomial estimate both on uniform and contrasted scenes. The core of the algorithm exploits a block wise processing: in each block a coarse unambiguous estimate is provided by exploiting both a second order statistic estimator (WDAR) and a higher order technique (MLBF). The final, fine estimate of the unambiguous Doppler is achieved by jointly exploiting the coarse unambiguous estimate with a fine, ambiguous one. The proposed algorithm accounts carefully for large variation of DC with range, like for recent Emergency Backup Mode of ERS and RADARSAT. The final estimate and its confidence is provided by a weighted average of the block measures. Tuning of the weights and additional check ensure robustness. The estimate of the offset frequency constant is then approached and a solution for calibrating its value is provided.
Keywords
Doppler radar; estimation theory; geophysical techniques; polynomials; remote sensing by radar; DC ambiguity; ENVISAT; ERS; MLBF; RADARSAT; WDAR; emergency backup mode; fine polynomial estimation; higher order technique; robust Doppler centroid estimation; robustness; second order statistic estimator; unambiguous Doppler estimation; Autocorrelation; Azimuth; Frequency conversion; Frequency estimation; Higher order statistics; Layout; Phase estimation; Polynomials; Robustness; Tuning;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International
Print_ISBN
0-7803-7929-2
Type
conf
DOI
10.1109/IGARSS.2003.1295362
Filename
1295362
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