상세정보
학술대회
Comparison of Wristband Type Devices to Measure Heart Rate Variability for Mental Stress Assessment
- 발행일
- 202110
- 출처
- International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.766-768
- 협약과제
- 21PR4300, 지식근로자 대상 인공지능 기반 멘탈 웰빙/헬스 관리 솔루션 개발, 김현숙
- 초록
- Although various wearable devices are being used as essential tools for mental health analysis, the accuracy of the data from these devices is still controversial. In this paper, we acquired data from four types of wearable devices (Empatica E4, Samsung GalaxyWatch3, Polar Verity Sense, Polar H10) and compared the HRV features such as HR, SDNN, RMSSD, LH/HF, etc. Additionally, the correlation between RR Interval (RRI) values from ECG and PPG devices was analyzed.
- KSP 제안 키워드
- HRV features, Heart rate variability, Mental Stress, RR interval, Wearable device, mental health, stress assessment