A Portable System of Mental Fatigue Detection and Mitigation based on Physiological Signals

Chao Wu, Fuze Tian, Qiuxia Shi, Qinglin Zhao*, Bin Hu*

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

Mental fatigue of the brain will cause the weakening of the psychological and physiological functions of the human body, which increases the risk of mistakes and accidents. This paper designs a mental fatigue detection and mitigation system based on human physiological signals and classical music. Through the fatigue assessment and mitigation experiment on 20 healthy subjects, it is verified that the system is able to judge the mental fatigue state of the subjects and play classical music to mitigate fatigue via acquiring and analyzing (alpha+theta)/beta of electroencephalogram (EEG) and heart rate variability (HRV) of ballistocardiogram (BCG). The designed system realizes signal acquisition and fatigue analysis only through using portable device, this makes it have certain application value in office building, hospital, aircraft driving and other scenes.

源语言英语
主期刊名Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
编辑Donald Adjeroh, Qi Long, Xinghua Shi, Fei Guo, Xiaohua Hu, Srinivas Aluru, Giri Narasimhan, Jianxin Wang, Mingon Kang, Ananda M. Mondal, Jin Liu
出版商Institute of Electrical and Electronics Engineers Inc.
2957-2963
页数7
ISBN(电子版)9781665468190
DOI
出版状态已出版 - 2022
已对外发布
活动2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 - Las Vegas, 美国
期限: 6 12月 20228 12月 2022

出版系列

姓名Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022

会议

会议2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
国家/地区美国
Las Vegas
时期6/12/228/12/22

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引用此

Wu, C., Tian, F., Shi, Q., Zhao, Q., & Hu, B. (2022). A Portable System of Mental Fatigue Detection and Mitigation based on Physiological Signals. 在 D. Adjeroh, Q. Long, X. Shi, F. Guo, X. Hu, S. Aluru, G. Narasimhan, J. Wang, M. Kang, A. M. Mondal, & J. Liu (编辑), Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 (页码 2957-2963). (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BIBM55620.2022.9995373