DocumentCode :
147162
Title :
Study of the effect of different music stimuli on autonomic nervous system of a single subject
Author :
Dey, Anamika ; Palit, Sanjay Kumar ; Bhattacharya, D.K. ; Tibarewala, D.N. ; Sarkar, Debdeep
Author_Institution :
Dept. of Electron. & Commun. Eng. Dept, Narula Inst. of Technol., Kolkata, India
fYear :
2014
fDate :
3-5 April 2014
Firstpage :
1322
Lastpage :
1326
Abstract :
Study of the effect of music on autonomic nervous system of human being through the analysis of Heart rate variability (HRV) signals is a very recent area of research. The present paper considers the effect of seven different types of music stimuli on a single subject. The data of the HRV signals are subjected to a recently developed technique known as `frequency-delay plot´. The quantification is done by `ellipsoid fit´ and allied five different types of quantification measures. Such results of quantification are then analyzed by the method of ´randomized block ANOVA. It is proved that all the different types of music stimuli have different effects on ANS of the subject, and that the effects are significantly different. Moreover the five different measures also do differ significantly on the music data. Finally to test which music signal affects ANS most, we consider, as population, the totality of all data corresponding to different types of songs and different types of measures taken. By considering the data of individual song under all measures as data of a sample, we calculate the interval of confidence of the population mean and the population variance with the help of each sample mean and sample variance at 0.95 level of confidence. It is proved that the length of confidence interval for population mean as well as for population variance is minimum only in the case of song1. In other words, it means that song1 is the most effective one on ANS of the subject.
Keywords :
electrocardiography; medical signal processing; statistical analysis; ECG signals; autonomic nervous system; ellipsoid fit; frequency delay plot; heart rate variability signals; music stimuli; population mean; population variance; randomized block ANOVA; Educational institutions; Glass; Length measurement; Multiple signal classification; Music; Sociology; Statistics; κ2 test; ‘Frequency-delay plot’; ´Randomized Block ANOVA; HRV signal‘ Ellipsoid fit’; Pre-music and On-music HRV data;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Signal Processing (ICCSP), 2014 International Conference on
Conference_Location :
Melmaruvathur
Print_ISBN :
978-1-4799-3357-0
Type :
conf
DOI :
10.1109/ICCSP.2014.6950064
Filename :
6950064
Link To Document :
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