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dc.contributor.authorTekbıyık, Kürşat
dc.contributor.authorAkbunar, Özkan
dc.contributor.authorEkti, Ali Rıza
dc.contributor.authorKurt, Güneş Karabulut
dc.contributor.authorGörçin, Ali
dc.date.accessioned2021-01-26T10:16:45Z
dc.date.available2021-01-26T10:16:45Z
dc.date.issued2019en_US
dc.identifier.isbn978-1-5386-7646-2
dc.identifier.issn1525-3511
dc.identifier.urihttps://doi.org/10.1109/WCNC.2019.8885983
dc.identifier.urihttps://hdl.handle.net/20.500.12462/11019
dc.descriptionEkti, Ali Rıza (Balikesir Author)en_US
dc.description.abstractSignal identification is an important notion that leads to significant performance improvements for adaptive wireless spectrum access techniques. Besides identifying the modulation types and other features, standard-based identification has also an important place in signal identification domain. In this paper, a generalized identification method which utilizes the outputs of spectral correlation function as the training inputs for the support vector machines to distinguish wireless signals is introduced. The proposed method eliminates the dependence on the distinct features to identify different signals. The method's performance is tested using the measurements taken in the laboratory environment and various wireless signals are successfully distinguished from each other. The comparative performance of the proposed method is also quantified by the classification confusion matrix.en_US
dc.language.isoengen_US
dc.publisherIEEEen_US
dc.relation.isversionof10.1109/WCNC.2019.8885983en_US
dc.rightsinfo:eu-repo/semantics/embargoedAccessen_US
dc.subjectComputer Applicationsen_US
dc.subjectMobile Telecommunication Systemsen_US
dc.titleOn the investigation of wireless signal identification using spectral correlation function and SVMsen_US
dc.typeconferenceObjecten_US
dc.relation.journal2019 IEEE Wireless Communications and Networking Conference (WCNC)en_US
dc.contributor.departmentMühendislik Fakültesien_US
dc.contributor.authorID0000-0003-0368-0374en_US
dc.identifier.volumeApril 2019en_US
dc.identifier.startpage1en_US
dc.identifier.endpage5en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US


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