Cargando…

Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level Detection

This paper examines the effect of finger fat pad thickness on the accuracy performance of complementary split-ring resonator (CSRR)-based microwave sensors for non-invasive blood glucose level detection. For this purpose, a simplified four-layer Cole–Cole model along with a CSRR-based microwave sens...

Descripción completa

Detalles Bibliográficos
Autores principales: Hannachi, Chaouki, Deshours, Frédérique, Alquie, George, Kokabi, Hamid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9824228/
https://www.ncbi.nlm.nih.gov/pubmed/36617074
http://dx.doi.org/10.3390/s23010473
_version_ 1784866358174941184
author Hannachi, Chaouki
Deshours, Frédérique
Alquie, George
Kokabi, Hamid
author_facet Hannachi, Chaouki
Deshours, Frédérique
Alquie, George
Kokabi, Hamid
author_sort Hannachi, Chaouki
collection PubMed
description This paper examines the effect of finger fat pad thickness on the accuracy performance of complementary split-ring resonator (CSRR)-based microwave sensors for non-invasive blood glucose level detection. For this purpose, a simplified four-layer Cole–Cole model along with a CSRR-based microwave sensor have been comprehensively analyzed and validated through experimentation. Computed scattering parameter (S-parameter) responses to different fat layer thicknesses are employed to verify the concordance of the studied model with the measurement results. In this respect, a figure of merit (FM) based on the normalized squared difference is introduced to assess the accuracy of the considered Cole–Cole model. We have demonstrated that the analyzed model agrees closely with the experimental validation. In fact, the maximum error difference for all five fingertips does not exceed 1.73 dB over the entire frequency range of interest, from 1 GHz to 4 GHz.
format Online
Article
Text
id pubmed-9824228
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-98242282023-01-08 Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level Detection Hannachi, Chaouki Deshours, Frédérique Alquie, George Kokabi, Hamid Sensors (Basel) Article This paper examines the effect of finger fat pad thickness on the accuracy performance of complementary split-ring resonator (CSRR)-based microwave sensors for non-invasive blood glucose level detection. For this purpose, a simplified four-layer Cole–Cole model along with a CSRR-based microwave sensor have been comprehensively analyzed and validated through experimentation. Computed scattering parameter (S-parameter) responses to different fat layer thicknesses are employed to verify the concordance of the studied model with the measurement results. In this respect, a figure of merit (FM) based on the normalized squared difference is introduced to assess the accuracy of the considered Cole–Cole model. We have demonstrated that the analyzed model agrees closely with the experimental validation. In fact, the maximum error difference for all five fingertips does not exceed 1.73 dB over the entire frequency range of interest, from 1 GHz to 4 GHz. MDPI 2023-01-02 /pmc/articles/PMC9824228/ /pubmed/36617074 http://dx.doi.org/10.3390/s23010473 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hannachi, Chaouki
Deshours, Frédérique
Alquie, George
Kokabi, Hamid
Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level Detection
title Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level Detection
title_full Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level Detection
title_fullStr Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level Detection
title_full_unstemmed Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level Detection
title_short Assessment of Finger Fat Pad Effect on CSRR-Based Sensor Scattering Parameters for Non-Invasive Blood Glucose Level Detection
title_sort assessment of finger fat pad effect on csrr-based sensor scattering parameters for non-invasive blood glucose level detection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9824228/
https://www.ncbi.nlm.nih.gov/pubmed/36617074
http://dx.doi.org/10.3390/s23010473
work_keys_str_mv AT hannachichaouki assessmentoffingerfatpadeffectoncsrrbasedsensorscatteringparametersfornoninvasivebloodglucoseleveldetection
AT deshoursfrederique assessmentoffingerfatpadeffectoncsrrbasedsensorscatteringparametersfornoninvasivebloodglucoseleveldetection
AT alquiegeorge assessmentoffingerfatpadeffectoncsrrbasedsensorscatteringparametersfornoninvasivebloodglucoseleveldetection
AT kokabihamid assessmentoffingerfatpadeffectoncsrrbasedsensorscatteringparametersfornoninvasivebloodglucoseleveldetection