Wearable ECG Recorder with Acceleration Sensors for Monitoring Daily Stress

被引:18
|
作者
Okada, Yoshio [1 ,2 ]
Yoto, Tsuyoshi Yi [2 ]
Suzuki, Taka-aki [2 ]
Sakuragawa, Satoshi [2 ]
Sakakibara, Hiroyuki [3 ]
Shimoi, Kayoko [3 ]
Sugiura, Toshifumi [2 ,4 ]
机构
[1] Ind Res Inst Shizuoka Prefecture, Shizuoka 4211298, Japan
[2] Shizuoka Univ, Grad Sch Elect Sci & Technol, Shizuoka 4228529, Japan
[3] Univ Shizuoka, Grad Sch Nutr & Environm Sci, Shizuoka 4228526, Japan
[4] Shizuoka Univ, Res Inst Elect, Shizuoka 4228529, Japan
关键词
Stress; Heart rate variability (HRV); Wearable recorder; Acceleration; Circadian rhythm; Cardiac entropy; HEART-RATE-VARIABILITY; TONE-ENTROPY ANALYSIS; IMPLEMENTATION; HEALTH; SHIRT;
D O I
10.5405/jmbe.1063
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A small and light-weight wearable electrocardiograph (ECG) device with three accelerometers (x, y, and z axis) was developed for prolonged monitoring of everyday stress. It consists of an amplifier, a microcomputer with an analog/digital converter, a ti-axial accelerometer, and a memory card. Four parameters can be sampled at 1 kHz for a maximum of 27 h with the default battery and a 1 GB memory card. An algorithm for the reliable and clear detection of R wave peaks of ECG was also developed for accurate heart rate variability (HRV) analysis. The algorithm reduces ECG motion artifacts induced by body movements. Off-line data processing includes autonomic nervous system (ANS) activity bi-spectral analysis and the application of the tone-entropy method to HRV data. The availability of the system was tested through simulated office work and three-day monitoring. Both short-term and circadian rhythms of ANS activity were clearly observed. The experimental data verifies the functionality of the proposed system.
引用
收藏
页码:420 / 426
页数:7
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