Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/8969
Title: Classification of Electronic Devices Using a Frequency-Swept Harmonic Radar Approach
Authors: Ilbegi, Handan
Turan, Halil Ibrahim
Yetik, Imam Samil
Hayvaci, Harun Taha
Keywords: harmonic radar
nonlinear target
electronic devices
harmonic analysis
classification
k-nearest neighbours
Fourier analysis
Rf Electronics
Design
System
Issue Date: 2022
Publisher: Mdpi
Abstract: A new method to classify electronic devices using a Frequency-Swept Harmonic Radar (FSHR) approach is proposed in this paper. The FSHR approach enables us to utilize the frequency diversity of the harmonic responses of the electronic circuits. Unlike previous studies, a frequency-swept signal with a constant power is transmitted to Electronic Circuits Under Test (ECUTs). The harmonic response to a frequency-swept transmitted signal is found to be distinguishable for different types of ECUTs. Statistical and Fourier features of the harmonic responses are derived for classification. Later, the harmonic characteristics of the ECUTs are depicted in 3D harmonic and feature spaces for classification. Three-dimensional harmonic and feature spaces are composed of the first three harmonics of the re-radiated signal and the statistical or Fourier features, respectively. We extensively evaluate the performance of our novel method through Monte Carlo simulations in the presence of noise.
URI: https://doi.org/10.3390/rs14122953
https://hdl.handle.net/20.500.11851/8969
ISSN: 2072-4292
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

Show full item record

CORE Recommender

Google ScholarTM

Check

Altmetric


Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.