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May 27, 2026Scientific Reports0 citationsOpen Access

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

UHUgur C. HasarHAHusain AliYKYunus Kaya

Key Points

  • The aim is to develop a new procedure for determining the complex permittivity of thin low-loss dielectric samples.
  • Proposed a state-transition matrix method for extracting relative complex permittivity.
  • Conducted X-band waveguide measurements for PVC and zinc oxide film samples.
  • Validated method through numerical analyses considering noise and air gaps.
  • Derived closed-form expression for complex permittivity, eliminating need for numerical analysis.
  • Demonstrated method effectiveness for varying sample and substrate thicknesses.
  • Showed superior performance of the new extraction method compared to existing techniques.

Abstract

Abstract An extraction procedure is proposed for relative complex permittivity (ₑₒ) 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 ₑₒ and measured scattering (S-) parameters is established. Compared with previous works in the literature, a closed form (explicit) expression of ₑₒ 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 (8. 2-12. 4 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 (1. 0 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 ₑₒ 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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Cite This Study

Hasar et al. (2026) studied this question.

synapsesocial.com/papers/6a1689a80c924ddd1bd58643https://doi.org/10.1038/s41598-026-49374-6
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Thickness-Independent Reference-Plane-Invariant Noniterative Permittivity Extraction of Low-Loss Solid Dielectric Samples by Combined Use of Frequency- and Time-Domain Analyses2024 · 9 citations
  2. 2Permittivity evaluation of electrically thin low-loss materials by using a generalized free-space model without any formal calibration2026
  3. 3An improved waveguide method for accurate complex permittivity measurement of medium/high-loss material2024 · 5 citations
  4. 4A Derivative Approach to Permittivity Extraction from Free-Space S-Parameters Measurements2026
  5. 5Complex Permittivity Characterization of Low-Loss Dielectric Slabs at Sub-THz2024