Joint modulation classification and antenna number detection for MIMO systems

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dc.authorid0000-0003-2209-8910
dc.authorid0000-0001-7797-8339
dc.authorid0000-0002-3591-6567
dc.contributor.authorTuran, Merveen_US
dc.contributor.authorÖner, Mustafa Mengüçen_US
dc.contributor.authorÇırpan, Hakan Alien_US
dc.date.accessioned2016-02-25T07:43:50Z
dc.date.available2016-02-25T07:43:50Z
dc.date.issued2016-01-07
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Electrical-Electronics Engineeringen_US
dc.description.abstractNoncooperative 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.en_US
dc.description.sponsorshipThis work was supported by TUBITAK EEEAG under Grant 112E020. The associate editor coordinating the review of this paper and approving it for publication was P. A. Dmochowskien_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationÖner, M. M., Turan, M. & Çırpan, H. A. (2016). Joint modulation classification and antenna number detection for MIMO systems. IEEE Communications Letters, 20(1), 193-196. doi:10.1109/LCOMM.2015.2500898en_US
dc.identifier.doi10.1109/LCOMM.2015.2500898
dc.identifier.endpage196
dc.identifier.issn1089-7798
dc.identifier.issn1558-2558
dc.identifier.issue1
dc.identifier.scopus2-s2.0-84959370836
dc.identifier.scopusqualityQ1
dc.identifier.startpage193
dc.identifier.urihttps://hdl.handle.net/11729/760
dc.identifier.urihttp://dx.doi.org/10.1109/LCOMM.2015.2500898
dc.identifier.volume20
dc.identifier.wosWOS:000369991000048
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakScience Citation Index Expanded (SCI-EXPANDED)en_US
dc.institutionauthorÖner, Mustafa Mengüçen_US
dc.institutionauthorid0000-0001-7797-8339
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherIEEEen_US
dc.relation.ispartofIEEE Communications Lettersen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMIMO communicationen_US
dc.subjectModulationen_US
dc.subjectTransmitting antennasen_US
dc.subjectChannel estimationen_US
dc.subjectMIMOen_US
dc.subjectMaximum likelihood estimationen_US
dc.subjectModulationen_US
dc.subjectReceiving antennasen_US
dc.subjectTransmitting antennasen_US
dc.subjectAutomatic modulation classificationen_US
dc.subjectMinimum description lengthen_US
dc.subjectMultiple-input multiple-outputen_US
dc.titleJoint modulation classification and antenna number detection for MIMO systemsen_US
dc.typeArticleen_US
dspace.entity.typePublication

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