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Smart Steering Sleeve (S(3)): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring
Driving is a ubiquitous activity that requires both motor skills and cognitive focus. These aspects become more problematic for some seniors, who have underlining medical conditions and tend to lose some of these capabilities. Therefore, driving can be used as a controlled environment for the freque...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573431/ https://www.ncbi.nlm.nih.gov/pubmed/36236395 http://dx.doi.org/10.3390/s22197296 |
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author | Ye, Chuwei Li, Wen Li, Zhaojian Maguluri, Gopi Grimble, John Bonatt, Joshua Miske, Jacob Iftimia, Nicusor Lin, Shaoting Grimm, Michele |
author_facet | Ye, Chuwei Li, Wen Li, Zhaojian Maguluri, Gopi Grimble, John Bonatt, Joshua Miske, Jacob Iftimia, Nicusor Lin, Shaoting Grimm, Michele |
author_sort | Ye, Chuwei |
collection | PubMed |
description | Driving is a ubiquitous activity that requires both motor skills and cognitive focus. These aspects become more problematic for some seniors, who have underlining medical conditions and tend to lose some of these capabilities. Therefore, driving can be used as a controlled environment for the frequent, non-intrusive monitoring of bio-physical and cognitive status within drivers. Such information can then be utilized for enhanced assistive vehicle controls and/or driver health monitoring. In this paper, we present a novel multi-modal smart steering sleeve (S [Formula: see text]) system with an integrated sensing platform that can non-intrusively and continuously measure a driver’s physiological signals, including electrodermal activity (EDA), electromyography (EMG), and hand pressure. The sensor suite was developed by combining low-cost interdigitated electrodes with a piezoresistive force sensor on a single, flexible polymer substrate. Comprehensive characterizations on the sensing modalities were performed with promising results demonstrated. The sweat-sensing unit (SSU) for EDA monitoring works under a 100 Hz alternative current (AC) source. The EMG signal acquired by the EMG-sensing unit (EMGSU) was amplified to within 5 V. The force-sensing unit (FSU) for hand pressure detection has a range of 25 N. This flexible sensor was mounted on an off-the-shelf steering wheel sleeve, making it an add-on system that can be installed on any existing vehicles for convenient and wide-coverage driver monitoring. A cloud-based communication scheme was developed for the ease of data collection and analysis. Sensing platform development, performance, and limitations, as well as other potential applications, are discussed in detail in this paper. |
format | Online Article Text |
id | pubmed-9573431 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95734312022-10-17 Smart Steering Sleeve (S(3)): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring Ye, Chuwei Li, Wen Li, Zhaojian Maguluri, Gopi Grimble, John Bonatt, Joshua Miske, Jacob Iftimia, Nicusor Lin, Shaoting Grimm, Michele Sensors (Basel) Article Driving is a ubiquitous activity that requires both motor skills and cognitive focus. These aspects become more problematic for some seniors, who have underlining medical conditions and tend to lose some of these capabilities. Therefore, driving can be used as a controlled environment for the frequent, non-intrusive monitoring of bio-physical and cognitive status within drivers. Such information can then be utilized for enhanced assistive vehicle controls and/or driver health monitoring. In this paper, we present a novel multi-modal smart steering sleeve (S [Formula: see text]) system with an integrated sensing platform that can non-intrusively and continuously measure a driver’s physiological signals, including electrodermal activity (EDA), electromyography (EMG), and hand pressure. The sensor suite was developed by combining low-cost interdigitated electrodes with a piezoresistive force sensor on a single, flexible polymer substrate. Comprehensive characterizations on the sensing modalities were performed with promising results demonstrated. The sweat-sensing unit (SSU) for EDA monitoring works under a 100 Hz alternative current (AC) source. The EMG signal acquired by the EMG-sensing unit (EMGSU) was amplified to within 5 V. The force-sensing unit (FSU) for hand pressure detection has a range of 25 N. This flexible sensor was mounted on an off-the-shelf steering wheel sleeve, making it an add-on system that can be installed on any existing vehicles for convenient and wide-coverage driver monitoring. A cloud-based communication scheme was developed for the ease of data collection and analysis. Sensing platform development, performance, and limitations, as well as other potential applications, are discussed in detail in this paper. MDPI 2022-09-26 /pmc/articles/PMC9573431/ /pubmed/36236395 http://dx.doi.org/10.3390/s22197296 Text en © 2022 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 Ye, Chuwei Li, Wen Li, Zhaojian Maguluri, Gopi Grimble, John Bonatt, Joshua Miske, Jacob Iftimia, Nicusor Lin, Shaoting Grimm, Michele Smart Steering Sleeve (S(3)): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring |
title | Smart Steering Sleeve (S(3)): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring |
title_full | Smart Steering Sleeve (S(3)): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring |
title_fullStr | Smart Steering Sleeve (S(3)): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring |
title_full_unstemmed | Smart Steering Sleeve (S(3)): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring |
title_short | Smart Steering Sleeve (S(3)): A Non-Intrusive and Integrative Sensing Platform for Driver Physiological Monitoring |
title_sort | smart steering sleeve (s(3)): a non-intrusive and integrative sensing platform for driver physiological monitoring |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573431/ https://www.ncbi.nlm.nih.gov/pubmed/36236395 http://dx.doi.org/10.3390/s22197296 |
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