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A Signal Processing Approach to the Reduction of Stress with the application of Music

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Anurag Changmai, Upanandaa Sarmah, Amarjyoti Goswami, Anilesh Dey Published in Signal Processing

A Signal Processing Approach to the Reduction of Stress with the application of Music
CAE Proceedings on International Conference on Computing, Communication and Sensor Network
Year of Publication: 2016
© 2015 by CAE Journal
Series CCSN2015 Number 1
Authors Anurag Changmai, Upanandaa Sarmah, Amarjyoti Goswami, Anilesh Dey
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Anurag Changmai, Upanandaa Sarmah, Amarjyoti Goswami and Anilesh Dey. Article: A Signal Processing Approach to the Reduction of Stress with the application of Music. CAE Proceedings on International Conference on Computing, Communication and Sensor Network CCSN 2015(1):29-33, March 2016. Published by Foundation of Computer Science, New York, USA. BibTeX

@article{key:article,
	author = {Anurag Changmai and Upanandaa Sarmah and Amarjyoti Goswami and Anilesh Dey},
	title = {Article: A Signal Processing Approach to the Reduction of Stress with the application of Music},
	journal = {CAE Proceedings on International Conference on Computing, Communication and Sensor Network},
	year = {2016},
	volume = {CCSN 2015},
	number = {1},
	pages = {29-33},
	month = {March},
	note = {Published by Foundation of Computer Science, New York, USA}
}

Abstract

In the modern society, the negative impacts of stress and anxiety have been very apparent. So reduction of stress and its after-effects is a very important facet of studies on the human mind. It has been widely seen that music has a mitigating impact on the effects of stress and anxiety. This article deals with the issue of reduction of stress, through a signal processing viewpoint. As a method of studying the effects of stress and anxiety, we have taken the HRV (heart rate variability) signals obtained from the subjects in two stages: first, when the subjects are solving puzzles, and second, in a post-music state. These signals have been analysed using 2-D Poincaré plots which have shown satisfactory results from a mathematical, as well as human physiological point of view.

References

  1. Varvogli, L. , Darviri, C. , "Stress Management Techniques: evidence-based procedures that reduce stress and promote health", Health Science Journal, Vol. 5, Issue 2, 2011
  2. Piskorski, J. , Guzik, P. , "Geometry of the Poincaré plot of RR intervals and its asymmetry in healthy adults", IOP Publications, 2007
  3. Anilesh Dey, Sanjay Kumar Palit, Sayan Mukherjee, D. K. Bhattacharya, D. N. Tibarewala, "Are Meditative states distinguishable from the pre-meditative ones? A new alternative study"IEEE International Conference on Advances in Engineering, Science and Management (ICAESM), 2012, Page(s) 456 – 461,Print ISBN:978-1-4673-0213-5
  4. Anilesh Dey, Sanjay Kumar Palit, Sayan Mukherjee, D. K. Bhattacharya, D. N. Tibarewala, "A new technique for the classification of pre-meditative and meditative states", IEEE International Conference, "ICCIA-2011", Print ISBN:978-1-4577-1915-8
  5. Anilesh Dey, Sanjay Kumar Palit, D. K. Bhattacharya, D. N. Tibarewala ,Debraj Das,"Study the effect of music on Central nervous system through long term analysis of EEG signal in time domain". International Journal of Engineering Science and Emerging Technologies Volume: 5, Number: 1 (2013), pages 59-67, ISSN: 2231-6604
  6. Anilesh Dey, Sanjay Kumar Palit, Sayan Mukherjee, D. K. Bhattacharya, D. N. Tibarewala, "A new technique for the classification of pre-meditative and meditative states", IEEE International Conference, "ICCIA-2011", Print ISBN:978-1-4577-1915-8
  7. Anilesh Dey, Sanjay Kumar Palit, D. K. Bhattacharya, D. N. Tibarewala ,Debraj Das,"Study the effect of music on Central nervous system through long term analysis of EEG signal in time domain". International Journal of Engineering Science and Emerging Technologies Volume: 5, Number: 1(2013), pages 59-67, ISSN: 2231-6604.
  8. Madhuparna Das, Tuhin Jana, Parna Dutta, Ria Banerjee, Anilesh Dey, D. K. Bhattacharya, M. R. Kanjilal, "Study the Effect of Music on HRV Signal using 3D Poincare Plot in Spherical Co-ordinates – A Signal Processing Approach", International Conference on Communication and Signal Processing, 2015, ISBN: 978-1-4799-8080-2
  9. "Fill in the Matrix – Level 1", http://www. smart-kit. com/s3595/fill-in-the-matrix/, accessed on 20/11/2015 at 2:41 p. m.
  10. "IQtest. dk – Question 12", http://iqtest. dk/main. swf, accessed on 20/11/2015 at 2:47 p. m.
  11. "IQtest. dk – Question 39", http://iqtest. dk/main. swf, accessed on 20/11/2015 at 3:01 p. m.
  12. "Brain Bashers – Brain Teasers and Puzzles", http://www. brainbashers. com/showpuzzles. asp?page=1&formpost=Y&d2=Y, accessed on 20/11/2015 t 3:47 p. m.

Keywords

2-D Poincaré plots, HRV Signal, Stress Condition, Post-Music Condition.