Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/10768
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dc.contributor.authorHayvaci, H.T.-
dc.contributor.authorTakak, Y.-
dc.contributor.authorYetik, I.S.-
dc.date.accessioned2023-10-24T07:03:35Z-
dc.date.available2023-10-24T07:03:35Z-
dc.date.issued2023-
dc.identifier.issn0018-9251-
dc.identifier.urihttps://doi.org/10.1109/TAES.2023.3318877-
dc.identifier.urihttps://hdl.handle.net/20.500.11851/10768-
dc.description.abstractThis study develops a technique for the classification of electronic circuits by harmonic radar, which uses re-radiation characteristics of electronic circuits at harmonic frequencies. The proposed method is proven to be useful with a realistic simulation model by constructing and analyzing the feature domain of electronic circuits under test (ECUTs). Three distinct types of commercially available RF circuits, FM Transmitter, FM Receiver and Listening Bug, are modelled using Advanced Design System (ADS) simulation tool. ECUTs are excited randomly from multiple ports by single-tone time-varying signals with linearly swept signal power. Harmonic response of ECUTs is obtained as the superposition of the collected harmonic data at multiple ports unlike earlier approaches where a single output node is used. Measured harmonic data for power-swept excitation signals is used to calculate statistical features such as skewness, kurtosis and variance for each ECUTs to distinguish. A K-Nearest Neighbors (kNN) algorithm is used for the classification. Simulation results show that multiple input multiple output linearly varying power excitation method and calculated statistical parameters have reliable classification performance for complex electronic circuits. IEEEen_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.subjectElectronic circuitsen_US
dc.subjectEuclidean distanceen_US
dc.subjectHarmonic analysisen_US
dc.subjectHarmonic radaren_US
dc.subjectKNN Classifieren_US
dc.subjectnonlinear circuitsen_US
dc.subjectPower system harmonicsen_US
dc.subjectRadaren_US
dc.subjectRadar clutteren_US
dc.subjectRadar detectionen_US
dc.subjectRadar imagingen_US
dc.titleA Harmonic Radar Simulation with Randomly Weighted Multiple Ports of Radiation for Classification of Electronic Devicesen_US
dc.typeArticleen_US
dc.departmentTOBB ETÜen_US
dc.identifier.startpage1en_US
dc.identifier.endpage10en_US
dc.identifier.wosWOS:001162264000029en_US
dc.identifier.scopus2-s2.0-85173039980en_US
dc.institutionauthor-
dc.identifier.doi10.1109/TAES.2023.3318877-
dc.authorscopusid22985309100-
dc.authorscopusid57466554300-
dc.authorscopusid57195245742-
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.identifier.scopusqualityQ1-
item.fulltextNo Fulltext-
item.grantfulltextnone-
item.languageiso639-1en-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.openairetypeArticle-
item.cerifentitytypePublications-
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
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