Title :
Oscillations of Heart Rate and Respiration Synchronize During Affective Visual Stimulation
Author :
Valenza, Gaetano ; Lanatà, Antonio ; Scilingo, Enzo Pasquale
Author_Institution :
Dept. of Inf. Eng., Univ. of Pisa, Pisa, Italy
fDate :
7/1/2012 12:00:00 AM
Abstract :
The objective of this study is to investigate the synchronization between breathing patterns and heart rate during emotional visual elicitation, that is, using sets of images gathered from the international affective picture system having five levels of arousal and five levels of valence, including a neutral reference level. Thirty-five healthy volunteers were emotionally elicited in agreement with a bidimensional spatial localization of affective states, i.e., arousal/valence plane, while two peripheral physiological signals, ECG and Respiration activity, were acquired simultaneously. The synchronization was then quantified by applying the concept of phase synchronization of chaotic oscillators, i.e., the cardio-respiratory synchrogram. This technique allowed us to estimate the synchronization ratio m:n as the attendance of n heartbeats in each m respiratory cycle, even for noisy and nonstationary data. We found a stronger evidence of cardiorespiratory synchronization during arousal than during neutral states.
Keywords :
behavioural sciences; biomedical measurement; chaos; electrocardiography; neurophysiology; nonlinear dynamical systems; oscillations; pneumodynamics; synchronisation; ECG; affective states; affective visual stimulation; arousal-valence plane; bidimensional spatial localization; breathing patterns; cardiorespiratory synchrogram; chaotic oscillator phase synchronization; emotional visual elicitation; heart rate oscillations; heart rate-respiration synchronisation; international affective picture system; peripheral physiological signals; respiration activity; respiration heart rate; Electrocardiography; Feature extraction; Heart beat; Heart rate variability; Resonant frequency; Synchronization; Cardio-respiratory synchrogram (CRS); emotion recognition; heart rate variability (HRV); synchronization; Arousal; Electrocardiography; Female; Heart Rate; Humans; Male; Photic Stimulation; Respiratory Rate; Signal Processing, Computer-Assisted; Statistics, Nonparametric; Young Adult;
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
DOI :
10.1109/TITB.2012.2197632