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Title: A Harmonic Radar Simulation with Randomly Weighted Multiple Ports of Radiation for Classification of Electronic Devices
Authors: Hayvaci, H.T.
Takak, Y.
Yetik, I.S.
Keywords: classification
Electronic circuits
Euclidean distance
Harmonic analysis
Harmonic radar
KNN Classifier
nonlinear circuits
Power system harmonics
Radar clutter
Radar detection
Radar imaging
Issue Date: 2023
Publisher: Institute of Electrical and Electronics Engineers Inc.
Abstract: This 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. IEEE
ISSN: 0018-9251
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection

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