A novel hybrid 2D-FDTD-PML and Nelder–Mead methods for estimating liquid complex permittivity using a rectangular waveguide

This paper introduces a novel approach for estimating the complex permittivity of liquids using a rectangular waveguide. The approach uses the finite difference time domain (FDTD) method, enhanced by perfectly matched layer (PML) boundary conditions to minimize reflections and ensure accurate calculation of the S-parameters. To address the challenge of sealing the waveguide ends, the waveguide is sealed at both ends with a resin sample of known complex permittivity, incorporating a small hole in the waveguide for liquid insertion. A Nelder–Mead optimization algorithm is then used in conjunction with the FDTD-PML method to estimate the complex permittivity of the liquid by iteratively comparing the calculated and measured S-parameters. Validated in the X-band frequency range, this technique demonstrates accurate estimation of the complex permittivity of liquid dielectric materials and offers a reliable means for liquid characterization.

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Publication Details

Journal
Journal of Applied Physics
Published
2025-04-08
DOI
https://doi.org/10.1063/5.0264173
Citations
1
Primary Topic
Microwave and Dielectric Measurement Techniques
Type
article
Field-Weighted Citation Impact
0.73
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article

A novel hybrid 2D-FDTD-PML and Nelder–Mead methods for estimating liquid complex permittivity using a rectangular waveguide

T. Fernández, Abdelwahed Tribak, Jaouad Terhzaz, Lahcen Ait Benali et al.
1 citations
Journal of Applied Physics
Microwave and Dielectric Measurement Techniques
0.73
article

A novel hybrid 2D-FDTD-PML and Nelder–Mead methods for estimating liquid complex permittivity using a rectangular waveguide

T. Fernández, Abdelwahed Tribak, Jaouad Terhzaz, Lahcen Ait Benali, Omaima Talmoudi
article en
1 citations

Abstract

This paper introduces a novel approach for estimating the complex permittivity of liquids using a rectangular waveguide. The approach uses the finite difference time domain (FDTD) method, enhanced by perfectly matched layer (PML) boundary conditions to minimize reflections and ensure accurate calculation of the S-parameters. To address the challenge of sealing the waveguide ends, the waveguide is sealed at both ends with a resin sample of known complex permittivity, incorporating a small hole in the waveguide for liquid insertion. A Nelder–Mead optimization algorithm is then used in conjunction with the FDTD-PML method to estimate the complex permittivity of the liquid by iteratively comparing the calculated and measured S-parameters. Validated in the X-band frequency range, this technique demonstrates accurate estimation of the complex permittivity of liquid dielectric materials and offers a reliable means for liquid characterization.

Journal of Applied PhysicsVol. 137(14)
Universidad de Cantabria (ES), Laboratoire de Recherche Scientifique (FR), Institut National des Postes et Télécommunications (MA), Centre Régional des Métiers de l'Éducation et de la Formation Casablanca-Settat
Openalex Percentile: Top 30%
Microwave and Dielectric Measurement Techniques
0.73
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