DocumentCode :
147165
Title :
Study the effect of music on HRV impulse using multifractal DFA analysis
Author :
Dey, Anamika ; Chakraborty, Shiladri ; Palit, Sanjay Kumar ; Bhattacharya, D.K. ; Tibarewala, D.N. ; Roy, Matthieu
Author_Institution :
Electron. & Commun. Eng. Dept, Narula Inst. of Technol., Kolkata, India
fYear :
2014
fDate :
3-5 April 2014
Firstpage :
1338
Lastpage :
1342
Abstract :
The 2D Poincare´ plot of HRV signal reflects the effect of different external stimuli on ANS. The classification is generally done by fitting an `ellipse´ on the dense region of the constructed Poincare´ plot of HRV signal. However 2D Poincare´ plot sometimes fails to describe the proper behavior of the system. One such example is 2D Poincare´ plot of HRV signal in pre-music and on-music condition. In fact 2D Poincare´ plots in pre and on-music condition look almost similar for few subjects. So a proper classification tool is sought for. In this article, multi-fractal DFA analysis has been applied to properly distinguish the pre-music and on-music state of some normal healthy subjects. The whole experiment is carried out at School of Bio-Science and Engineering, Jadavpur University, Kolkata, India.
Keywords :
Poincare mapping; curve fitting; data analysis; electrocardiography; fluctuations; fractals; medical signal processing; music; signal classification; 2D Poincare plot construction; ANS; HRV impulse; HRV signal plot; Poincare plot dense region fitting; classification tool; ellipse fitting; external stimuli effect; multifractal DFA analysis; music effect; on-music condition; on-music state classification; pre-music condition; pre-music state classification; Fluctuations; MATLAB; Switches; 2D Poincaré plot; Average Mutual Information; HRV data; Multifractal DFA;
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.2014.6950067
Filename :
6950067
Link To Document :
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