MOBILE REAL-TIME AROUSAL DETECTION

被引：0
|
作者：
Alexandratos, Vasileios [1 ]
Bulut, Murtaza [1 ]
Jasinschi, Radu [1 ]
机构：
[1] Delft Univ Technol, Dept Embedded Syst, Delft, Netherlands
来源：
2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) | 2014年
关键词：
arousal; skin conductance; heart rate variability; STRESS; VARIABILITY;
D O I：
暂无
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
We introduce a mobile system that is able to detect arousal in real-time based on electrocardiogram and electrodermal activity. The system is using an Android smartphone and wearable sensors, which include a smart watch and a heart rate belt that gather skin conductance and heart rate data, respectively. Algorithms for processing the skin conductance and heart rate data, as well as an automated method for labeling the collected 'arousal' and 'non-arousal' experimental data are developed. Small-scale user tests show 84% 10-fold, 83% between-subject, and 68% new-subject arousal detection accuracy.
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页数：5
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