Publication | Open Access
Influence of multiple scattering on the resolution of an imaging system: a Cramér-Rao analysis
39
Citations
9
References
2007
Year
EngineeringMeasurementLocalizationSuper-resolution ImagingCalibrationImaging RadarRadar Signal ProcessingStatisticsImaging SystemRadiologyHealth SciencesMedical ImagingSynthetic Aperture RadarInverse ProblemsRadar ApplicationResolution EnhancementSignal ProcessingRadarArray ProcessingBiomedical ImagingStrong Multiple ScatteringRadar Image ProcessingCramér-rao Analysis
We revisit the notion of resolution of an imaging system in the light of a probabilistic concept, the Cramér-Rao bound (CRB). We show that the CRB provides a simple quantitative estimation of the accuracy one can expect in measuring an unknown parameter from a scattering experiment. We then investigate the influence of multiple scattering on the CRB for the estimation of the interdistance between two objects in a typical two-sphere scattering experiments. We show that, contrarily to a common belief, the occurence of strong multiple scattering does not automatically lead to a resolution enhancement.
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