EM-based recursive tracking algorithm for near-field moving sources

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dc.authorid0000-0002-8113-0514en_US
dc.contributor.authorÇekli S.
dc.contributor.authorÇekli E.
dc.contributor.authorKabaoglu N.
dc.contributor.authorÇirpan H.A.
dc.date.accessioned2024-07-12T22:02:11Z
dc.date.available2024-07-12T22:02:11Z
dc.date.issued2007en_US
dc.departmentMaltepe Üniversitesi, Rektörlüken_US
dc.descriptionIEEE Intelligent Transportation Systems Societyen_US
dc.description2007 IEEE Intelligent Vehicles Symposium, IV 2007 -- 13 June 2007 through 15 June 2007 -- Istanbul -- 72762en_US
dc.description.abstractIn this paper, we address the problem of joint tracking of the direction of arrival (DOA) and range parameters of moving sources in the near-field of an antenna array with the Expectation-Maximization (EM) based recursive algorithm. The main characteristic of the proposed recursive EM approach is to include computation of the gradient of the log-likelihood and some form of the complete-data Fisher information matrix. The proposed recursive algorithm in this work assumes that the parameters of interest are described by a linear polynomial model. Simulation results of the suggested algorithm are also presented in order to illustrate the performance of the algorithms. © 2007 IEEE.en_US
dc.identifier.endpage385en_US
dc.identifier.isbn1424410681; 9781424410682
dc.identifier.scopus2-s2.0-47849125876en_US
dc.identifier.startpage381en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12415/9111
dc.identifier.wosWOS:000252173600031en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.relation.ispartofIEEE Intelligent Vehicles Symposium, Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmzKY07450
dc.titleEM-based recursive tracking algorithm for near-field moving sourcesen_US
dc.typeConference Object
dspace.entity.typePublication

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