Title :
Hybrid CramÉr–Rao Bounds for Crustal Displacement Field Estimators in SAR Interferometry
Author :
Guarnieri, A. Monti ; Tebaldini, S.
Author_Institution :
Politecnico di Milano, Milan
Abstract :
This letter focuses on the performance achievable by spaceborne synthetic aperture radar interferometry (InSAR) in the estimation of line-of-sight crustal deformations from acquisitions over a distributed scatterer. Our model is suited for exploiting the hybrid Cramer-Rao bound (HCRB), where the unknowns are both deterministic parameters and stochastic variables. We take into account both target decorrelation and atmospheric phase screen (APS). This approach leads to a viable evaluation of InSAR performance as a function of system configuration, target decorrelation, and APS variance.
Keywords :
decorrelation; error analysis; interferometry; radar signal processing; radar tracking; spaceborne radar; stochastic processes; synthetic aperture radar; APS variance; SAR interferometry; atmospheric phase screen; crustal displacement field estimator; deterministic parameter; error analysis; hybrid Cramer-Rao bounds; line-of-sight crustal deformation; radar signal analysis; spaceborne synthetic aperture radar interferometry; stochastic variable; system configuration; target decorrelation; Error analysis; radar signal analysis; radio interferometry; synthetic aperture radar;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2007.904705