dc.contributor.author | Charalambous, Charalambos D. | en |
dc.contributor.author | Stavrou, P. A. | en |
dc.creator | Charalambous, Charalambos D. | en |
dc.creator | Stavrou, P. A. | en |
dc.date.accessioned | 2019-04-08T07:45:19Z | |
dc.date.available | 2019-04-08T07:45:19Z | |
dc.date.issued | 2013 | |
dc.identifier.isbn | 978-3-033-03962-9 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/43122 | |
dc.description.abstract | In this paper the relation between nonanticipative rate distortion function (RDF) and Bayesian filtering theory is investigated using the topology of weak convergence of probability measures on Polish spaces. The relation is established via an optimization on the space of conditional distributions of the so-called directed information subject to fidelity constraints. Existence of the optimal reproduction distribution of the nonanticipative RDF is shown, while the optimal nonanticipative reproduction conditional distribution for stationary processes is derived in closed form. The realization procedure of nonanticipative RDF which is equivalent to joint-source channel matching for symbol-by-symbol transmission is described, while an example is introduced to illustrate the concepts. © 2013 EUCA. | en |
dc.source | 2013 European Control Conference, ECC 2013 | en |
dc.source | 2013 European Control Conference, ECC 2013 | en |
dc.source.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893319917&partnerID=40&md5=bbe9422b3c1328636238c17a7e7002aa | |
dc.subject | Optimization | en |
dc.subject | Directed information | en |
dc.subject | Conditional distribution | en |
dc.subject | Electric distortion | en |
dc.subject | Signal distortion | en |
dc.subject | Rate-distortion function | en |
dc.subject | Filtering theory | en |
dc.subject | Weak convergence of probability measures | en |
dc.subject | Bayesian filtering | en |
dc.subject | Channel matching | en |
dc.subject | Stationary process | en |
dc.title | On the relation of nonanticipative rate distortion function and filtering theory | en |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.description.startingpage | 1627 | |
dc.description.endingpage | 1632 | |
dc.author.faculty | Πολυτεχνική Σχολή / Faculty of Engineering | |
dc.author.department | Τμήμα Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών / Department of Electrical and Computer Engineering | |
dc.type.uhtype | Conference Object | en |
dc.contributor.orcid | Charalambous, Charalambos D. [0000-0002-2168-0231] | |
dc.gnosis.orcid | 0000-0002-2168-0231 | |