Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/3890
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dc.contributor.authorHayvacı, Harun Taha-
dc.contributor.authorİlbeği, Handan-
dc.contributor.authorYetik, İmam Şamil-
dc.date.accessioned2020-10-22T16:46:30Z-
dc.date.available2020-10-22T16:46:30Z-
dc.date.issued2020-06
dc.identifier.citationHayvaci, H. T., Ilbegi, H. and Yetik, I. S. (2019). Classification of electronic devices with power swept signals using harmonic radar. IEEE Transactions on Aerospace and Electronic Systems.en_US
dc.identifier.issn0018-9251
dc.identifier.urihttps://hdl.handle.net/20.500.11851/3890-
dc.identifier.urihttps://ieeexplore.ieee.org/document/8882246/-
dc.description.abstractA novel approach for classification of electronic devices using a harmonic radar is proposed in this article. We transmit single-tone time-varying signals with varying power to the electronic circuits under test (ECUTs). The novelty of the proposed approach stems from representing the harmonic response of the ECUT in the harmonic and statistical feature spaces. Besides, as a new approach, we sweep the transmitting power to capture the nonlinear behavior relevant to nonlinear I - V characteristics of the ECUT. Furthermore, we utilize both the time and frequency content of the received harmonic response. Statistical and Fourier domain features of the received power levels at harmonic frequencies are determined and used for classification. k-nearest neighbors is chosen as the classification method. We demonstrate the effectiveness of our method in the presence of noise through Monte Carlo simulations with different signal-to-noise ratio values. Extensive simulation studies show that our new approach of power-swept signals and new features we have developed are very effective at classifying nonlinear devices. © 1965-2011 IEEE.en_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofIEEE Transactions on Aerospace and Electronic Systemsen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectClassificationen_US
dc.subjectharmonic radaren_US
dc.subjectk-nearest neighbors (k NN)en_US
dc.subjectnonlinear radaren_US
dc.subjectnonlinear targeten_US
dc.titleClassification of Electronic Devices With Power-Swept Signals Using Harmonic Radaren_US
dc.typeArticleen_US
dc.departmentFaculties, Faculty of Engineering, Department of Electrical and Electronics Engineeringen_US
dc.departmentFakülteler, Mühendislik Fakültesi, Elektrik ve Elektronik Mühendisliği Bölümütr_TR
dc.identifier.volume56
dc.identifier.issue3
dc.identifier.startpage2292
dc.identifier.endpage2301
dc.authorid0000-0002-7330-4692-
dc.authorid0000-0002-6717-5484-
dc.identifier.wosWOS:000542970500043en_US
dc.identifier.scopus2-s2.0-85086499897en_US
dc.institutionauthorYetik, Imam Şamil-
dc.institutionauthorHayvacı, Harun Taha-
dc.identifier.doi10.1109/TAES.2019.2949326-
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.identifier.scopusqualityQ1-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.grantfulltextnone-
item.fulltextNo Fulltext-
item.openairetypeArticle-
item.cerifentitytypePublications-
item.languageiso639-1en-
crisitem.author.dept02.5. Department of Electrical and Electronics Engineering-
crisitem.author.dept02.5. Department of Electrical and Electronics Engineering-
Appears in Collections:Elektrik ve Elektronik Mühendisliği Bölümü / Department of Electrical & Electronics Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
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