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Near field parameter estimation of moving sources with recursive expectation maximization algorithm

Cekli, Serap; Cekli, Erdinc; Kabaoglu, Nihat; Cirpan, Hakan Ali


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  <identifier identifierType="URL">https://aperta.ulakbim.gov.tr/record/95881</identifier>
  <creators>
    <creator>
      <creatorName>Cekli, Serap</creatorName>
      <givenName>Serap</givenName>
      <familyName>Cekli</familyName>
      <affiliation>Istanbul Univ, Elekt &amp; Elektron Muhendisligi Bolumu, Istanbul, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Cekli, Erdinc</creatorName>
      <givenName>Erdinc</givenName>
      <familyName>Cekli</familyName>
      <affiliation>Tubitak MAM, Gebze, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Kabaoglu, Nihat</creatorName>
      <givenName>Nihat</givenName>
      <familyName>Kabaoglu</familyName>
      <affiliation>Kadir Has Univ, Tekn Bilimler Meslek Yuksek Okulu, Istanbul, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Cirpan, Hakan Ali</creatorName>
      <givenName>Hakan Ali</givenName>
      <familyName>Cirpan</familyName>
      <affiliation>Istanbul Univ, Elekt &amp; Elektron Muhendisligi Bolumu, Istanbul, Turkey</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Near Field Parameter Estimation Of Moving Sources With Recursive Expectation Maximization Algorithm</title>
  </titles>
  <publisher>Aperta</publisher>
  <publicationYear>2006</publicationYear>
  <dates>
    <date dateType="Issued">2006-01-01</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Conference paper</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://aperta.ulakbim.gov.tr/record/95881</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.81043/aperta.95880</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.81043/aperta.95881</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="http://www.opendefinition.org/licenses/cc-by">Creative Commons Attribution</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">In this paper, maximum likelihood (ML) estimator is proposed for the joint estimation of the direction of arrival (DOA) and range parameters of moving sources in the near-field of the antenna array. ML estimation algorithm is presented for, deterministic signal model. Recursive form of the expectation maximization (REM) algoritm is suggested for the estimation of the near-field parameters because there is not closed form solutions for the maximum likelihood functions. Moreover, simulation results of the suggested algorithm are presented.</description>
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