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SYSTEMATIC REVIEW article
Front. Comput. Sci.
Sec. Mobile and Ubiquitous Computing
Volume 6 - 2024 |
doi: 10.3389/fcomp.2024.1478851
Detection and Monitoring of Stress using Wearables: A Systematic Review
Provisionally accepted- 1 Birla Institute of Technology and Science, Sancoale, India
- 2 Gopal Govind Poy Raiturcar College of Commerce and Economics, India, Ponda, India
- 3 University of Northern Iowa, Cedar Falls, Iowa, United States
Over the last few years, wearable devices have witnessed immense changes in terms of form factors and sensing capabilities. Wearable devices, with their ever-increasing number of sensors, have been instrumental in monitoring human activities, health-related indicators, and overall wellness. One health-related area that has rapidly adopted wearable devices is the mental health monitoring and well-being area, which covers problems such as severe stress. The continuous monitoring capability of wearable devices allows the detection and monitoring of stress thus helping the early detection of mental health problems. In this paper, we present a systematic review of the different types of sensors and wearable devices used by various researchers to detect and monitor stress in individuals. We identify and detail the tasks such as data collection, data pre-processing, features computation, and training of the model explored by such research works. We review each step involved in stress detection and monitoring. We also discuss the scope and opportunities for further research that deals with the management of stress once it is detected.
Keywords: Wearable Technology, Stress detection, stress monitoring, healthcare, Ubiquitous Computing, Affective Computing
Received: 11 Aug 2024; Accepted: 18 Nov 2024.
Copyright: © 2024 PINGE, Gad, Jaisighani, Ghosh and Sen. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
ANUJA PINGE, Birla Institute of Technology and Science, Sancoale, India
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