Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level
Chaouki Hannachi1, Frédérique Deshours2, George Alquie2
1Institut Matériaux Microélectronique Nanosciences de Provence (IM2NP), UMR CNRS 7334, Aix-Marseille Université, 5 Rue Enrico Fermi, 13453 Marseille, France.
Finger fat pad thickness impacts the accuracy of complementary split-ring resonator (CSRR)-based microwave sensors for blood glucose monitoring. The study validates a Cole-Cole model against experimental data, showing high concordance for non-invasive glucose detection.
Area of Science:
- Biomedical Engineering
- Microwave Sensing Technology
- Metamaterial Applications
Background:
- Non-invasive blood glucose monitoring is crucial for diabetes management.
- Complementary Split-Ring Resonators (CSRRs) show potential for microwave-based biosensing.
- Accurate modeling of biological tissues is essential for sensor performance.
Purpose of the Study:
- To investigate the influence of finger fat pad thickness on CSRR microwave sensor accuracy.
- To validate a simplified four-layer Cole-Cole model for simulating tissue properties.
- To assess the performance of CSRR sensors for non-invasive blood glucose detection.
Main Methods:
- Utilized a CSRR-based microwave sensor design.
- Employed a four-layer Cole-Cole dielectric model for finger tissue simulation.
- Performed experimental validation by measuring scattering parameters (S-parameters) across a frequency range (1-4 GHz).
- Introduced a figure of merit (FM) to quantify model accuracy.
Main Results:
- The Cole-Cole model demonstrated close agreement with experimental measurements.
- Maximum error difference was found to be below 1.73 dB across all tested fingertips.
- The model accurately reflects the impact of varying fat layer thicknesses on sensor response.
Conclusions:
- The validated Cole-Cole model accurately predicts the performance of CSRR microwave sensors.
- Finger fat pad thickness is a significant factor influencing non-invasive glucose sensing accuracy.
- CSRR-based microwave sensors show promise for reliable, non-invasive blood glucose monitoring.
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