DocumentCode :
3685256
Title :
Electrodermal activity analysis during affective haptic elicitation
Author :
Alberto Greco;Gaetano Valenza;Mimma Nardelli;Matteo Bianchi;Antonio Lanata;Enzo Pasquale Scilingo
Author_Institution :
Department of Information Engineering and Research Center “
fYear :
2015
Firstpage :
5777
Lastpage :
5780
Abstract :
This paper investigates how the autonomic nervous system dynamics, quantified through the analysis of the electrodermal activity (EDA), is modulated according to affective haptic stimuli. Specifically, a haptic display able to convey caress-like stimuli is presented to 32 healthy subjects (16 female). Each stimulus is changed according to six combinations of three velocities and two forces levels of two motors stretching a strip of fabric. Subjects were also asked to score each stimulus in terms of arousal (high/low activation) and valence (pleasant/unpleasant), in agreement with the circumplex model of affect. EDA was processed using a deconvolutive method, separating tonic and phasic components. A statistical analysis was performed in order to identify significant differences in EDA features among force and velocity levels, as well as in their valence and arousal scores. Results show that the simulated caress induced by the haptic display significantly affects the EDA. In detail, the phasic component seems to be inversely related to the valence score. This finding is new and promising, since it can be used, e.g., as an additional cue for haptics design.
Keywords :
"Force","Haptic interfaces","Feature extraction","Skin","Neuroscience","Monitoring","Fabrics"
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN :
1094-687X
Electronic_ISBN :
1558-4615
Type :
conf
DOI :
10.1109/EMBC.2015.7319705
Filename :
7319705
Link To Document :
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