DocumentCode :
541510
Title :
Heart rate variability and respiratory sinus arrhythmia assessment of affective states by bivariate autoregressive spectral analysis
Author :
Magagnin, V. ; Mauri, M. ; Cipresso, P. ; Mainardi, L. ; Brown, E.N. ; Cerutti, S. ; Villamira, M. ; Barbieri, R.
Author_Institution :
Ist. Ortopedico IRCCS Galeazzi, Milan, Italy
fYear :
2010
fDate :
26-29 Sept. 2010
Firstpage :
145
Lastpage :
148
Abstract :
The study of emotions elicited by human-computer interactions is a promising field that could lead to the identification of specific patterns of affective states. We present a heart rate variability (HRV) assessment of the autonomic nervous system (ANS) response and respiratory sinus arrhythmia during PC-mediated stimuli by means of standard and multivariate autoregressive spectral methods. 35 healthy volunteers were exposed to computer-mediated tasks during data collection. The stimuli were designed to elicit: relaxation (R), engagement (E) and stress (S); half of the subjects were exposed to E before S (RES) while the other to S before E (RSE). HRV measures clearly separate the ANS response among R, S and E. Less significant differences are found between E and S in RSE, suggesting that S stimuli may cause a lasting response affecting the E period. Results from the bivariate analysis indicate a disruption of the cardio-respiratory coupling during non-relax conditions.
Keywords :
cardiology; human computer interaction; medical computing; neurophysiology; pneumodynamics; spectral analysis; autonomic nervous system; bivariate autoregressive spectral analysis; cardiorespiratory coupling; computer-mediated tasks; data collection; heart rate variability assesment; human-computer interactions; multivariate autoregressive spectral method; respiratory sinus arrhythmia assessment; standard autoregressive spectral method; Autonomic nervous system; Coherence; Couplings; Heart rate variability; Human computer interaction; Spectral analysis; Transfer functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing in Cardiology, 2010
Conference_Location :
Belfast
ISSN :
0276-6547
Print_ISBN :
978-1-4244-7318-2
Type :
conf
Filename :
5737930
Link To Document :
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