TY - GEN
T1 - Feasibility Verification of Multimodal Wearable Sensing System for Holistic Health Monitoring of Construction Workers
AU - Ojha, A.
AU - Shakerian, S.
AU - Habibnezhad, M.
AU - Jebelli, H.
N1 - Publisher Copyright:
© 2023, Canadian Society for Civil Engineering.
PY - 2023
Y1 - 2023
N2 - The unstructured nature of the labor-intensive construction industry negatively affects the health of workers. These challenges require a robust health monitoring approach to accurately monitor workers’ overall health status. Recent advancements in wearable technologies and physiological sensing have provided ample opportunities towards an objective and continuous in-field measurement of workers’ physical and mental status. However, these solutions have mostly focused on a particular health condition. There is a lack of holistic health monitoring to understand the impacts of the construction environment on workers’ health conditions (i.e., physical fatigue, mental stress, and exposure to heat stress). In this regard, the present study investigates the feasibility of a multimodal wearable sensing system to comprehensively monitor construction workers’ overall health status during their ongoing work. To this end, five able-bodied workers were prompted to perform specific construction activities (e.g., roofing, loading/unloading) with light and medium physical intensity while exposed to varying levels of heat stress (i.e., caution level, and danger level). During each task, three biosignals, namely photoplethysmography (PPG), electrodermal activity (EDA), and skin temperature (ST), and were collected from the workers through wearable biosensors. To assess their overall health status, various metrics were extracted from PPG (heart rate, heart rate variability), EDA (electrodermal level), and ST (mean skin temperature). Results of correlation analysis elucidated strong correlation between the extracted physiological metrics with respect to workers’ physical fatigue, mental stress, and heat stress exposure. The findings demonstrated the feasibility of a multimodal sensing system for the holistic health monitoring of construction workers.
AB - The unstructured nature of the labor-intensive construction industry negatively affects the health of workers. These challenges require a robust health monitoring approach to accurately monitor workers’ overall health status. Recent advancements in wearable technologies and physiological sensing have provided ample opportunities towards an objective and continuous in-field measurement of workers’ physical and mental status. However, these solutions have mostly focused on a particular health condition. There is a lack of holistic health monitoring to understand the impacts of the construction environment on workers’ health conditions (i.e., physical fatigue, mental stress, and exposure to heat stress). In this regard, the present study investigates the feasibility of a multimodal wearable sensing system to comprehensively monitor construction workers’ overall health status during their ongoing work. To this end, five able-bodied workers were prompted to perform specific construction activities (e.g., roofing, loading/unloading) with light and medium physical intensity while exposed to varying levels of heat stress (i.e., caution level, and danger level). During each task, three biosignals, namely photoplethysmography (PPG), electrodermal activity (EDA), and skin temperature (ST), and were collected from the workers through wearable biosensors. To assess their overall health status, various metrics were extracted from PPG (heart rate, heart rate variability), EDA (electrodermal level), and ST (mean skin temperature). Results of correlation analysis elucidated strong correlation between the extracted physiological metrics with respect to workers’ physical fatigue, mental stress, and heat stress exposure. The findings demonstrated the feasibility of a multimodal sensing system for the holistic health monitoring of construction workers.
UR - http://www.scopus.com/inward/record.url?scp=85131960511&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85131960511&partnerID=8YFLogxK
U2 - 10.1007/978-981-19-0503-2_23
DO - 10.1007/978-981-19-0503-2_23
M3 - Conference contribution
AN - SCOPUS:85131960511
SN - 9789811905025
T3 - Lecture Notes in Civil Engineering
SP - 283
EP - 294
BT - Proceedings of the Canadian Society of Civil Engineering Annual Conference 2021 - CSCE21 General Track Volume 1
A2 - Walbridge, Scott
A2 - Nik-Bakht, Mazdak
A2 - Ng, Kelvin Tsun
A2 - Shome, Manas
A2 - Alam, M. Shahria
A2 - el Damatty, Ashraf
A2 - Lovegrove, Gordon
PB - Springer Science and Business Media Deutschland GmbH
T2 - Annual Conference of the Canadian Society of Civil Engineering, CSCE 2021
Y2 - 26 May 2021 through 29 May 2021
ER -