Study the effect of music on HRV signal using 3D Poincare plot in spherical Co-ordinates - A signal processing approach

Madhuparna Das, Tuhin Jana, Parna Dutta, R. Banerjee, A. Dey, D. K. Bhattacharya, M. Kanjilal
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引用次数: 8

Abstract

In this article, we study the effect of music on human body and mind. As a parameter for measurement of the physiological condition we choose the heart rate variability signals taken from subjects listening to a particular type of music, which is Rabindra Sangeet (love chapter) in our case. The subjects are allowed to listen to the music for a fixed time span and then we take easements of HRV signals with our own ECG machine. For data analysis the Poincaré plot in spherical coordinate is used. Each of the plots obtained from second order differences form a single cluster looking almost like an ellipse having some outliers. We observe that the volume of the cluster is reduced remarkably in the data of the on music state as compared to the data of pre music state; further the amount of reduction is not the same for all the subjects. This proves that music has some definite common effect on human physiology. Our study shows that this particular type of music gives a complete different physiology. This can possibly be used as a tool to deal with different medical problems such as stress management or hypertension.
利用球面坐标系中的三维庞加莱图研究音乐对HRV信号的影响-一种信号处理方法
在这篇文章中,我们研究了音乐对人的身心的影响。作为测量生理状况的参数,我们选择从听特定类型音乐的受试者中获取的心率变异性信号,在我们的例子中是Rabindra Sangeet(爱情章节)。受试者被允许在一段固定的时间内听音乐,然后我们用自己的心电仪测量心率波动信号。数据分析采用球坐标下的庞加莱图。从二阶差分得到的每一个图形成一个单一的簇,看起来几乎像一个有一些异常值的椭圆。我们观察到,与音乐状态前的数据相比,在音乐状态后的数据中,簇的体积显著减小;此外,减少的数量对所有科目都是不一样的。这证明音乐对人的生理有一定的共同作用。我们的研究表明,这种特殊类型的音乐给人一种完全不同的生理感受。这可以作为一种工具来处理不同的医疗问题,如压力管理或高血压。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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