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Joint Modulation Classification and Antenna Number Detection for MIMO Systems

Turan, Merve; Oner, Menguc; Cirpan, Hakan Ali


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  <identifier identifierType="URL">https://aperta.ulakbim.gov.tr/record/59425</identifier>
  <creators>
    <creator>
      <creatorName>Turan, Merve</creatorName>
      <givenName>Merve</givenName>
      <familyName>Turan</familyName>
      <affiliation>Istanbul Tech Univ, Dept Elect &amp; Commun Engn, TR-80626 Istanbul, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Oner, Menguc</creatorName>
      <givenName>Menguc</givenName>
      <familyName>Oner</familyName>
      <affiliation>Isik Univ, Dept Elect &amp; Elect Engn, Istanbul, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Cirpan, Hakan Ali</creatorName>
      <givenName>Hakan Ali</givenName>
      <familyName>Cirpan</familyName>
      <affiliation>Istanbul Tech Univ, Dept Elect &amp; Commun Engn, TR-80626 Istanbul, Turkey</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Joint Modulation Classification And Antenna Number Detection For Mimo Systems</title>
  </titles>
  <publisher>Aperta</publisher>
  <publicationYear>2016</publicationYear>
  <dates>
    <date dateType="Issued">2016-01-01</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Journal article</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://aperta.ulakbim.gov.tr/record/59425</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.1109/LCOMM.2015.2500898</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">Noncooperative classification of the modulation type of communication signals finds application in both civilian and military contexts. Existing modulation classification methods for multiple-input multiple-output (MIMO) communication systems commonly require a priori information on the number of transmit antennas employed by the multiantenna transmitter, which, in most of the noncooperative scenarios involving modulation classification, is unknown and needs to be blindly extracted from the received signal. Since the problems of MIMO modulation classification and detection of the number of transmit antennas are highly coupled, we propose a decision theoretic approach for spatial multiplexing MIMO systems that considers these two tasks as a joint multiple hypothesis testing problem. The proposed method exhibits a high performance even in moderate to low SNR regimes while requiring no a priori knowledge of the channel state information and the noise variance.</description>
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