Title :
A study about feature extraction for stress detection
Author :
Bornoiu, Ionut-Vlad ; Grigore, Oana
Author_Institution :
Fac. of Electron., Comunications & Inf. Technol., Univ. “Politeh.” of Bucharest, Bucharest, Romania
Abstract :
Stress can be associated with depression, heart disease, gastrointestinal problems, asthma, obesity, Alzheimer´s disease, impaired driving, low productivity at the workplace, therefore stress detection is a very important research subject. Stress detection using the user´s electrodermal activity is a very poor documented research area. This study will focus on presenting a few filtering techniques used to estimate the skin conductance level for stress evaluation, as well as a method used for establishing the user´s latency between a given stimuli and the reaction to that stimuli.
Keywords :
biological organs; cardiology; feature extraction; medical signal processing; skin; Alzheimer´s disease; asthma; depression; feature extraction; gastrointestinal problem; heart disease; impaired driving; obesity; skin conductance level; stress detection; stress evaluation; user electrodermal activity; workplace; Correlation; Equations; Filtering; Noise; Skin; Stress; Thyristors; Fourier transformation; electrodermal activity; moving average filter; signal correlation; stimuli latency;
Conference_Titel :
Advanced Topics in Electrical Engineering (ATEE), 2013 8th International Symposium on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-5979-5
DOI :
10.1109/ATEE.2013.6563421