DocumentCode
3763608
Title
Short-term analysis of heart rate variability for emotion recognition via a wearable ECG device
Author
Han Wen Guo;Yu Shun Huang;Jen Chien Chien;Jiann Shing Shieh
Author_Institution
Healthcare & Beauty Research Center, Cal-comp Inc., New Taipei City, Taiwan
fYear
2015
Firstpage
262
Lastpage
265
Abstract
Emotion influences human health significantly. Because of the improvement of wearable device, daily electrocardiogram (ECG) detection became accessible. In this pilot study, we presented a weightless and wearable ECG device to collect ECG signal. Movie clips method has been designed to induce 4 kinds of emotion states. 90 sec corresponding ECG signal have been measured in the end of video stimulus. Physiological features from various analysis domains, including time, frequency, and statistic analysis are proposed in order to find the best emotion-relevant features. Finally, two features were reported in this study to evaluate human´s emotion.
Keywords
"Electrocardiography","Emotion recognition","Heart rate variability","Films","Frequency-domain analysis","Rail to rail inputs"
Publisher
ieee
Conference_Titel
Intelligent Informatics and Biomedical Sciences (ICIIBMS), 2015 International Conference on
Type
conf
DOI
10.1109/ICIIBMS.2015.7439542
Filename
7439542
Link To Document