• 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