Benutzer: Gast  Login
Autor(en):
Wang, Yuanyuan; Zhu, Xiao Xiang; Bamler, Richard
Titel:
Robust Covariance Matrix Estimation with Application to Volcano Monitoring using SAR Image Stacks
Abstract:
This paper introduces a new method - the Rank M-Estimator (RME) - for robust covariance matrix estimation of distributed scatterers (DSs) in SAR image stacks, or more general for complex multivariate with multiplicative and non-stationay phase signal. The {RME} can work without the assumption of samples' stationarity, which is seldom addressed in the SAR community. In other words, no flattening/estimation of the interferometric phase is required. The robustness of {RME} is achieved by using an M...     »
Stichworte:
covariance matrix, distributed scatterers, M-estimator, rank covariance matrix, robust statistics, SAR, peer_review
Zeitschriftentitel:
Proceedings of the 10th European Conference on Synthetic Aperture Radar (EUSAR)
Jahr:
2014
Seitenangaben Beitrag:
1--4
Hinweise:
00000
 BibTeX