Determination of complex permittivity of a thin low-loss dielectric sample using state-space approach from waveguide measurements

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An extraction procedure is proposed for relative complex permittivity () determination of thin low-loss samples positioned/deposited on a supporting substrate material using waveguide non-resonant microwave measurements. Its substrate thickness and sample thickness independence makes it unique extraction method in comparison with the available retrieval methods which are free from either substrate thickness information only or sample thickness information only. Its theoretical model is constructed on the state-transition matrix and state vector through which the link between and measured scattering (S-) parameters is established. Compared with previous works in the literature, a closed form (explicit) expression of is derived for a two-layer (sample on a substrate material) composite structure, thereby eliminating any numerical analysis or tool. Numerical analyses are implemented for validation of the proposed method as well as assessing the effect of noise and any possible air gap between the sample and its substrate. X-band ( GHz) waveguide measurements of a thinner (around 1.00 mm) polyvinyl chloride (PVC) for different measurement scenarios and measurements of a thin zinc oxide film (m) were performed to evaluate the performance of the proposed extraction method against other similar methods in the literature. Our method can find applications for characterization of thin-film, radar-absorbent material coatings, anti-corrosive paints, or thermal barrier coatings where sample thickness (and substrate thickness) can vary from one sample to another from the same batch.

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https://rdlopen.rawdatalibrary.net/r/bayburt/11526Resmi atıflarda kullanılan kalıcı adres
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https://doi.org/10.1038/s41598-026-49374-6Yayıncı resmi DOI adresi
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AlanDeğerDil
dc.contributor.authorHasar, Ugur C.
dc.contributor.authorAli, Husain
dc.contributor.authorKaya, Yunus
dc.date.accessioned2026-10-29T19:08:29.759605798Z
dc.date.available2026-10-29T19:08:29.759605798Z
dc.date.issued2026
dc.description.abstractAn extraction procedure is proposed for relative complex permittivity () determination of thin low-loss samples positioned/deposited on a supporting substrate material using waveguide non-resonant microwave measurements. Its substrate thickness and sample thickness independence makes it unique extraction method in comparison with the available retrieval methods which are free from either substrate thickness information only or sample thickness information only. Its theoretical model is constructed on the state-transition matrix and state vector through which the link between and measured scattering (S-) parameters is established. Compared with previous works in the literature, a closed form (explicit) expression of is derived for a two-layer (sample on a substrate material) composite structure, thereby eliminating any numerical analysis or tool. Numerical analyses are implemented for validation of the proposed method as well as assessing the effect of noise and any possible air gap between the sample and its substrate. X-band ( GHz) waveguide measurements of a thinner (around 1.00 mm) polyvinyl chloride (PVC) for different measurement scenarios and measurements of a thin zinc oxide film (m) were performed to evaluate the performance of the proposed extraction method against other similar methods in the literature. Our method can find applications for characterization of thin-film, radar-absorbent material coatings, anti-corrosive paints, or thermal barrier coatings where sample thickness (and substrate thickness) can vary from one sample to another from the same batch.
dc.description.sponsorshipGaziantep Üniversitesi
dc.identifier.articlenumber23895
dc.identifier.doi10.1038/s41598-026-49374-6
dc.identifier.issn2045-2322
dc.identifier.issue1
dc.identifier.pmcidPMC13434106
dc.identifier.pmid42185372
dc.identifier.scopus2-s2.0-105046470246
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/bayburt/11526
dc.identifier.volume16
dc.identifier.wosWOS:001839656300019
dc.language.isoen
dc.publisherNature Research
dc.relation.ispartofScientific Reports
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subject.classificationMultidisciplinary Sciences
dc.subject.classificationScience & Technology - Other Topics
dc.subject.otherabsorbent
dc.subject.otherpolyvinylchloride
dc.subject.otherzinc oxide
dc.subject.otherarticle
dc.subject.othercoating (procedure)
dc.subject.othermicrowave radiation
dc.subject.othernoise
dc.subject.othertheoretical model
dc.subject.otherthickness
dc.titleDetermination of complex permittivity of a thin low-loss dielectric sample using state-space approach from waveguide measurements
dc.typeArticle
rdl.citation.openalex0
rdl.citation.scopus0
rdl.citation.wos0
rdl.departmentDepartment of Electrical and Electronics Engineering, Gaziantep University, 27310, Gaziantep, Türkiye
rdl.departmentApplied Electromagnetics Research Laboratory (Aer-Lab), Gaziantep University, 27310, Gaziantep, Türkiye
rdl.departmentDepartment of Electronics and Automation, Bayburt University, 69010, Bayburt, Türkiye
rdl.departmentDepartment of Electrical and Electronics Engineering, Atatürk University, 25240, Erzurum, Türkiye
rdl.oa.statusgold
rdl.oa.statusgreen
rdl.oa.urlhttps://www.nature.com/articles/s41598-026-49374-6_reference.pdf
rdl.scopus.quartileQ1
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.source.indexPUBMED
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)