Highly Sensitive Impedance-Matched Microwave Dielectric Sensor for Glucose Concentration Measurements

This article presents a highly sensitive microwave dielectric sensor for determining glucose concentration using a novel metamaterial-inspired interdigital capacitor (IDC)–complementary split-ring resonator (CSRR) structure. The sensor’s sensitivity is improved by a factor of 80 when used as a one-port impedance-matched structure compared to a conventional two-port configuration. By utilizing a digitally controlled step capacitor, we were able to achieve impedance matching at the two distinct frequencies of 3.69 and 4.38 GHz while conserving the resonant mode of the IDC-CSRR. Both matched frequencies were then used for glucose concentration measurements, resulting in a maximum sensitivity of 8.727 dB/mg/mL and 53.01 kHz/mg/mL. Principal component regression (PCR) was used to predict glucose concentration with <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${R}^{{2}}$ </tex-math></inline-formula> of 0.9997 and a mean average error (MAE) of only 0.045 mg/mL, achieving a resolution of 0.42 mg/mL, corresponding to the minimum detected concentration difference between the two measured samples. The proposed setup demonstrates substantial improvements over conventional two-port sensors, surpassing the performance of more complex interferometric systems.

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Publication Details

Journal
IEEE Sensors Journal
Published
2025-01-22
DOI
https://doi.org/10.1109/jsen.2025.3530081
Citations
10
Primary Topic
Microwave and Dielectric Measurement Techniques
Type
article
Field-Weighted Citation Impact
7.30
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article

Highly Sensitive Impedance-Matched Microwave Dielectric Sensor for Glucose Concentration Measurements

Marie Mertens, Dominique Schreurs, Bart Nauwelaers, Matko Martinic et al.
10 citations
IEEE Sensors Journal
Microwave and Dielectric Measurement Techniques
7.30
article

Highly Sensitive Impedance-Matched Microwave Dielectric Sensor for Glucose Concentration Measurements

Marie Mertens, Dominique Schreurs, Bart Nauwelaers, Matko Martinic, Tomislav Marković, Guy A. E. Vandenbosch
article en
10 citations

Abstract

This article presents a highly sensitive microwave dielectric sensor for determining glucose concentration using a novel metamaterial-inspired interdigital capacitor (IDC)–complementary split-ring resonator (CSRR) structure. The sensor’s sensitivity is improved by a factor of 80 when used as a one-port impedance-matched structure compared to a conventional two-port configuration. By utilizing a digitally controlled step capacitor, we were able to achieve impedance matching at the two distinct frequencies of 3.69 and 4.38 GHz while conserving the resonant mode of the IDC-CSRR. Both matched frequencies were then used for glucose concentration measurements, resulting in a maximum sensitivity of 8.727 dB/mg/mL and 53.01 kHz/mg/mL. Principal component regression (PCR) was used to predict glucose concentration with <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">${R}^{{2}}$ </tex-math></inline-formula> of 0.9997 and a mean average error (MAE) of only 0.045 mg/mL, achieving a resolution of 0.42 mg/mL, corresponding to the minimum detected concentration difference between the two measured samples. The proposed setup demonstrates substantial improvements over conventional two-port sensors, surpassing the performance of more complex interferometric systems.

IEEE Sensors JournalVol. 25(5)
KU Leuven (BE)
Affordable and clean energy
Openalex Percentile: Top 3%
Microwave and Dielectric Measurement Techniques
7.30
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Highly Sensitive Impedance-Matched Microwave Dielectric Sensor for Glucose Concentration Measurements — Marie Mertens, Dominique Schreurs, et al. · IEEE Sensors Journal (2025) | TGRS Research Map | TGRS