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Nonanticipative rate distortion function and relations to filtering theory

dc.contributor.authorCharalambous, Charalambos D.en
dc.contributor.authorStavrou, P. A.en
dc.contributor.authorAhmed, N. U.en
dc.creatorCharalambous, Charalambos D.en
dc.creatorStavrou, P. A.en
dc.creatorAhmed, N. U.en
dc.date.accessioned2019-04-08T07:45:19Z
dc.date.available2019-04-08T07:45:19Z
dc.date.issued2014
dc.identifier.urihttp://gnosis.library.ucy.ac.cy/handle/7/43124
dc.description.abstractThe relation between nonanticipative rate distortion function (RDF) and filtering theory is discussed on abstract spaces. The relation is established by imposing a realizability constraint on the reconstruction conditional distribution of the classical RDF. Existence of the extremum solution of the nonanticipative RDF is shown using weak *-convergence on appropriate topology. The extremum reconstruction conditional distribution is derived in closed form, for the case of stationary processes. The realization of the reconstruction conditional distribution which achieves the infimum of the nonanticipative RDF is described. Finally, an example is presented to illustrate the concepts. © 1963-2012 IEEE.en
dc.sourceIEEE Transactions on Automatic Controlen
dc.source.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84897408166&doi=10.1109%2fTAC.2013.2293403&partnerID=40&md5=c9ba340a8cbcb465b23da5edcb566143
dc.subjectConditional distributionen
dc.subjectFilteringen
dc.subjectElectric distortionen
dc.subjectSignal distortionen
dc.subjectRate-distortion functionen
dc.subject-convergenceen
dc.subjectFiltrationen
dc.subjectNonanticipative rate distortion function (rdf)en
dc.subjectOptimal reconstruction conditional distributionen
dc.subjectRealizationen
dc.subjectWeaken
dc.titleNonanticipative rate distortion function and relations to filtering theoryen
dc.typeinfo:eu-repo/semantics/article
dc.identifier.doi10.1109/TAC.2013.2293403
dc.description.volume59
dc.description.issue4
dc.description.startingpage937
dc.description.endingpage952
dc.author.facultyΠολυτεχνική Σχολή / Faculty of Engineering
dc.author.departmentΤμήμα Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών / Department of Electrical and Computer Engineering
dc.type.uhtypeArticleen
dc.source.abbreviationIEEE Trans Autom Controlen
dc.contributor.orcidCharalambous, Charalambos D. [0000-0002-2168-0231]
dc.gnosis.orcid0000-0002-2168-0231


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