DocumentCode
613451
Title
Novel method and real-time system for detecting the Cardiac Defense Response based on the ECG
Author
Covello, R. ; Fortino, Giancarlo ; Gravina, R. ; Aguilar, Albert ; Breslin, J.G.
Author_Institution
Dept. of Electron., Inf. & Syst., Univ. of Calabria, Rende, Italy
fYear
2013
fDate
4-5 May 2013
Firstpage
53
Lastpage
57
Abstract
This paper describes a novel integrated system for detecting human emotions using the electrocardiogram (ECG) signal. We describe two different algorithms to detect the heartbeat (QRS complex) in the ECG signal. Their output is used by a third algorithm used to detect a basic emotion response, known as Cardiac Defense Response (CDR), which precedes the emotion of fear. We implemented these algorithms in a real-time system for mobile devices using the SPINE Android programming framework. The proposed system has been validated on 40 subjects during controlled experiments and recognized correctly the activation of the CDR mechanism reaching an overall accuracy of 65%.
Keywords
biomedical equipment; electrocardiography; emotion recognition; medical signal processing; real-time systems; ECG signal; QRS complex; SPINE Android programming framework; basic emotion response detection; cardiac defense response detection; electrocardiogram signal; fear; heart beat; human emotion detection; integrated system; mobile devices; real-time system; Accuracy; Biomedical monitoring; Detection algorithms; Electrocardiography; Heart rate; Real-time systems; Sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Medical Measurements and Applications Proceedings (MeMeA), 2013 IEEE International Symposium on
Conference_Location
Gatineau, QC
Print_ISBN
978-1-4673-5195-9
Type
conf
DOI
10.1109/MeMeA.2013.6549705
Filename
6549705
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