Cargando…

Feasibility Evaluation of Metamaterial Microwave Sensors for Non-Invasive Blood Glucose Monitoring

The use of microwave technology is currently under investigation for non-invasive estimation of glycemia in patients with diabetes. Due to their construction, metamaterial (MTM)-based sensors have the potential to provide higher sensitivity of the phase shift of the S(21) parameter ([Formula: see te...

Descripción completa

Detalles Bibliográficos
Autores principales: Malena, Lukas, Fiser, Ondrej, Stauffer, Paul R., Drizdal, Tomas, Vrba, Jan, Vrba, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8541128/
https://www.ncbi.nlm.nih.gov/pubmed/34696084
http://dx.doi.org/10.3390/s21206871
_version_ 1784589154880847872
author Malena, Lukas
Fiser, Ondrej
Stauffer, Paul R.
Drizdal, Tomas
Vrba, Jan
Vrba, David
author_facet Malena, Lukas
Fiser, Ondrej
Stauffer, Paul R.
Drizdal, Tomas
Vrba, Jan
Vrba, David
author_sort Malena, Lukas
collection PubMed
description The use of microwave technology is currently under investigation for non-invasive estimation of glycemia in patients with diabetes. Due to their construction, metamaterial (MTM)-based sensors have the potential to provide higher sensitivity of the phase shift of the S(21) parameter ([Formula: see text]) to changes in glucose concentration compared to standard microstrip transmission line (MSTL)-based sensors. In this study, a MSTL sensor and three MTM sensors with 5, 7, and 9 MTM unit cells are exposed to liquid phantoms with different dielectric properties mimicking a change in blood glucose concentration from 0 to 14 mmol/L. Numerical models were created for the individual experiments, and the calculated S-parameters show good agreement with experimental results, expressed by the maximum relative error of 8.89% and 0.96% at a frequency of 1.99 GHz for MSTL and MTM sensor with nine unit cells, respectively. MTM sensors with an increasing number of cells show higher sensitivity of 0.62° per mmol/L and unit cell to blood glucose concentration as measured by changes in [Formula: see text]. In accordance with the numerical simulations, the MTM sensor with nine unit cells showed the highest sensitivity of the sensors proposed by us, with an average of 3.66° per mmol/L at a frequency of 1.99 GHz, compared to only 0.48° per mmol/L for the MSTL sensor. The multi-cell MTM sensor has the potential to proceed with evaluation of human blood samples.
format Online
Article
Text
id pubmed-8541128
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-85411282021-10-24 Feasibility Evaluation of Metamaterial Microwave Sensors for Non-Invasive Blood Glucose Monitoring Malena, Lukas Fiser, Ondrej Stauffer, Paul R. Drizdal, Tomas Vrba, Jan Vrba, David Sensors (Basel) Article The use of microwave technology is currently under investigation for non-invasive estimation of glycemia in patients with diabetes. Due to their construction, metamaterial (MTM)-based sensors have the potential to provide higher sensitivity of the phase shift of the S(21) parameter ([Formula: see text]) to changes in glucose concentration compared to standard microstrip transmission line (MSTL)-based sensors. In this study, a MSTL sensor and three MTM sensors with 5, 7, and 9 MTM unit cells are exposed to liquid phantoms with different dielectric properties mimicking a change in blood glucose concentration from 0 to 14 mmol/L. Numerical models were created for the individual experiments, and the calculated S-parameters show good agreement with experimental results, expressed by the maximum relative error of 8.89% and 0.96% at a frequency of 1.99 GHz for MSTL and MTM sensor with nine unit cells, respectively. MTM sensors with an increasing number of cells show higher sensitivity of 0.62° per mmol/L and unit cell to blood glucose concentration as measured by changes in [Formula: see text]. In accordance with the numerical simulations, the MTM sensor with nine unit cells showed the highest sensitivity of the sensors proposed by us, with an average of 3.66° per mmol/L at a frequency of 1.99 GHz, compared to only 0.48° per mmol/L for the MSTL sensor. The multi-cell MTM sensor has the potential to proceed with evaluation of human blood samples. MDPI 2021-10-16 /pmc/articles/PMC8541128/ /pubmed/34696084 http://dx.doi.org/10.3390/s21206871 Text en © 2021 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
Malena, Lukas
Fiser, Ondrej
Stauffer, Paul R.
Drizdal, Tomas
Vrba, Jan
Vrba, David
Feasibility Evaluation of Metamaterial Microwave Sensors for Non-Invasive Blood Glucose Monitoring
title Feasibility Evaluation of Metamaterial Microwave Sensors for Non-Invasive Blood Glucose Monitoring
title_full Feasibility Evaluation of Metamaterial Microwave Sensors for Non-Invasive Blood Glucose Monitoring
title_fullStr Feasibility Evaluation of Metamaterial Microwave Sensors for Non-Invasive Blood Glucose Monitoring
title_full_unstemmed Feasibility Evaluation of Metamaterial Microwave Sensors for Non-Invasive Blood Glucose Monitoring
title_short Feasibility Evaluation of Metamaterial Microwave Sensors for Non-Invasive Blood Glucose Monitoring
title_sort feasibility evaluation of metamaterial microwave sensors for non-invasive blood glucose monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8541128/
https://www.ncbi.nlm.nih.gov/pubmed/34696084
http://dx.doi.org/10.3390/s21206871
work_keys_str_mv AT malenalukas feasibilityevaluationofmetamaterialmicrowavesensorsfornoninvasivebloodglucosemonitoring
AT fiserondrej feasibilityevaluationofmetamaterialmicrowavesensorsfornoninvasivebloodglucosemonitoring
AT staufferpaulr feasibilityevaluationofmetamaterialmicrowavesensorsfornoninvasivebloodglucosemonitoring
AT drizdaltomas feasibilityevaluationofmetamaterialmicrowavesensorsfornoninvasivebloodglucosemonitoring
AT vrbajan feasibilityevaluationofmetamaterialmicrowavesensorsfornoninvasivebloodglucosemonitoring
AT vrbadavid feasibilityevaluationofmetamaterialmicrowavesensorsfornoninvasivebloodglucosemonitoring