Quantification of Honey Adulteration Using a Planar Microstrip Metamaterial-Motivated Sensor and Software-Defined Radio

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Özet

This work presents the application of a planar microstrip metamaterial (MM)-motivated sensor in the form of a split-ring resonator (SRR) for the detection and quantification of water adulteration in honey samples. The proposed sensor utilizes inexpensive software-defined radio (SDR) measurements, offering a cost-effective solution. Unlike previous MM sensors employing SRR configuration, our proposed MM-motivated sensor is integrated with a microstrip feedline and an additional vertical bar, enhancing its sensing capability. To enable accurate measurements, a simple calibration procedure based on baseline normalization is implemented, allowing for amplitude-only transmission measurements (|S-21|) using the SDR. A special sample holder was designed to increase the repeatability of measurements. We separately employ two postprocessing techniques, namely, the rolling average (RA) approach and the Savitzky-Golay (SG) filter, to effectively eliminate ripples in the measured |S-21| data obtained from the SDR. For validation and evaluation of the proposed sensor and postprocessing techniques, measurements of flower honey samples with water adulteration levels (delta ) up to 10% (mass-to-mass basis) were also performed using a vector network analyzer (VNA). The resonance frequency of |S21| is utilized as the basis for analysis. We establish a metric function (linear function) that correlates the shift in resonance frequency with delta. It is observed that this function fits to measured resonance frequency values with an R(2 )value greater than 0.96 for both postprocessing techniques with or without the sample holder. By inverting this function, we can predict delta with considerable accuracy for a given resonance frequency by using another linear function. It is observed that percentage variations between predicted and measured delta values are between 1.54% and 6.46% for testing samples with delta = 5% and delta = 7%.

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https://rdlopen.rawdatalibrary.net/r/bayburt/10822Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.1109/jsen.2025.3567577Yayıncı resmi DOI adresi
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AlanDeğerDil
dc.contributor.authorCem Hasar, Ugur
dc.contributor.authorHasar, Hafize
dc.contributor.authorKaya, Yunus
dc.contributor.authorOzturk, Hamdullah
dc.contributor.authorKorkmaz, Huseyin
dc.contributor.authorKosunalp, Selahattin
dc.contributor.authorIliev, Teodor
dc.contributor.authorTariqul Islam, Mohammad
dc.contributor.authorNayyeri, Vahid
dc.contributor.authorMustafa Ramahi, Omar
dc.date.accessioned2026-10-29T17:19:32.146620110Z
dc.date.available2026-10-29T17:19:32.146620110Z
dc.date.issued2025-07
dc.description.abstractThis work presents the application of a planar microstrip metamaterial (MM)-motivated sensor in the form of a split-ring resonator (SRR) for the detection and quantification of water adulteration in honey samples. The proposed sensor utilizes inexpensive software-defined radio (SDR) measurements, offering a cost-effective solution. Unlike previous MM sensors employing SRR configuration, our proposed MM-motivated sensor is integrated with a microstrip feedline and an additional vertical bar, enhancing its sensing capability. To enable accurate measurements, a simple calibration procedure based on baseline normalization is implemented, allowing for amplitude-only transmission measurements (|S-21|) using the SDR. A special sample holder was designed to increase the repeatability of measurements. We separately employ two postprocessing techniques, namely, the rolling average (RA) approach and the Savitzky-Golay (SG) filter, to effectively eliminate ripples in the measured |S-21| data obtained from the SDR. For validation and evaluation of the proposed sensor and postprocessing techniques, measurements of flower honey samples with water adulteration levels (delta ) up to 10% (mass-to-mass basis) were also performed using a vector network analyzer (VNA). The resonance frequency of |S21| is utilized as the basis for analysis. We establish a metric function (linear function) that correlates the shift in resonance frequency with delta. It is observed that this function fits to measured resonance frequency values with an R(2 )value greater than 0.96 for both postprocessing techniques with or without the sample holder. By inverting this function, we can predict delta with considerable accuracy for a given resonance frequency by using another linear function. It is observed that percentage variations between predicted and measured delta values are between 1.54% and 6.46% for testing samples with delta = 5% and delta = 7%.
dc.description.sponsorshipEuropean Union [BGRRP-2.013-0001]
dc.identifier.doi10.1109/jsen.2025.3567577
dc.identifier.eissn1558-1748
dc.identifier.endpage24136
dc.identifier.issn1530-437X
dc.identifier.issue13
dc.identifier.scopus2-s2.0-105005185593
dc.identifier.startpage24122
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/10822
dc.identifier.volume25
dc.identifier.wosWOS:001522931900028
dc.language.isoen
dc.publisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
dc.relation.ispartofIEEE SENSORS JOURNAL
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectSensor phenomena and characterization
dc.subjectMicrostrip
dc.subjectTransmission line measurements
dc.subjectResonance
dc.subjectMicrowave measurement
dc.subjectResonant frequency
dc.subjectMicrowave sensors
dc.subjectMicrowave circuits
dc.subjectFrequency measurement
dc.subjectTopology
dc.subjectAdulteration
dc.subjecthoney
dc.subjectmetamaterials (MMs)
dc.subjectmicrowaves
dc.subjectplanar structures
dc.subjectrolling average (RA)
dc.subjectSavitzky-Golay (SG) filter
dc.subjectsensors
dc.subjectwater
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationInstruments & Instrumentation
dc.subject.classificationPhysics, Applied
dc.subject.classificationEngineering
dc.subject.classificationPhysics
dc.subject.otherSPLIT-RING RESONATORS
dc.subject.otherCOMPLEX PERMITTIVITY
dc.subject.otherWATER-CONTENT
dc.subject.otherMICROWAVE
dc.subject.otherMODELS
dc.subject.otherSYSTEM
dc.subject.otherSPACE
dc.titleQuantification of Honey Adulteration Using a Planar Microstrip Metamaterial-Motivated Sensor and Software-Defined Radio
dc.typeArticle
rdl.citation.openalex5
rdl.citation.scopus5
rdl.citation.wos2
rdl.oa.statushybrid
rdl.oa.urlhttps://doi.org/10.1109/jsen.2025.3567577
rdl.scopus.quartileQ1
rdl.sdgSDG02
rdl.source.indexWOS
rdl.source.indexSCOPUS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)