Simulation Study of the Unified Bayesian-Regularization Technique for Enhanced Radar Imaging

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dc.contributor.authorShkvarko, Yuriy
dc.contributor.authorVillalón-Turrubiates, Iván E.
dc.date.accessioned2016-04-20T16:41:12Z
dc.date.available2016-04-20T16:41:12Z
dc.date.issued2005
dc.descriptionIn this paper, we intend to present the results of extended simulation study of the family of the radar image (RI) formation algorithms that employ the recently developed and investigated fused Bayesian-regularization (FBR) paradigm for high-resolution reconstruction of the spatial spectrum pattern (SSP) of the wavefield sources distributed in the remotely sensed environment. The FBR methodology is based on the aggregation of the Bayesian minimum risk statistical optimal estimation strategy with the descriptive weighted constrained least squares optimization technique that involves the non trivial a priori information on the desired properties of the SSP to be reconstructed from the actually measured data signals. The advantages of the well designed RI experiments (that employ the FBR-based methods) over the cases of poorer designed experiments (that employ the matched spatial filtering as well as the constrained least squares estimators) are investigated trough the simulation study.es
dc.description.sponsorshipCinvestaves
dc.identifier.citationYuriy Shkvarko, I. E. Villalon-Turrubiates, “Simulation Study of the Unified Bayesian-Regularization Technique for Enhanced Radar Imaging”, en Proceedings of the 2nd International Radio Electronic Forum (IREF), Járkov Ucrania, 2005, pp. 83-87.es
dc.identifier.isbn966-659-105-7
dc.identifier.urihttp://hdl.handle.net/11117/3291
dc.language.isoenges
dc.publisherProceedings of the 2nd International Radio Electronic Forum (IREF)es
dc.relation.ispartofseriesProceedings of the 2nd International Radio Electronic Forum (IREF);
dc.rights.urihttp://quijote.biblio.iteso.mx/licencias/CC-BY-NC-2.5-MX.pdfes
dc.subjectRadar/SAR Imaginges
dc.subjectMethod Fusiones
dc.subjectNumerical Simulationses
dc.titleSimulation Study of the Unified Bayesian-Regularization Technique for Enhanced Radar Imaginges
dc.typeinfo:eu-repo/semantics/conferencePaperes
rei.peerreviewedYeses
rei.revisorProceedings of the 2nd International Radio Electronic Forum (IREF)

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