Abstract
The two-dimensional (2D) Poincaré 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 Poincaré plot of HRV signal. However, 2D Poincaré plot sometimes fails to describe the proper behaviour of the system. One such example is 2D Poincaré plot of HRV signal in pre-music and on-music condition. In fact, 2D Poincaré plots in pre and on-music condition look almost similar for few subjects. So a proper classification tool is sought for. In this article, an improved technique called ‘3D Poincaré plot with proper delay’ has been applied to properly distinguish the pre-music and on-music state of some normal healthy subjects.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
T. Kaplan, Signal Processing. Warwick- exercises tex. 5(2004)
L. Glass, M.C. Mackey, From Clocks to Chaos: The Rhythms of Life (Princeton University Press, Princeton, 1988)
J.F. Christini, M. Bennett, K.R. Lutchen, H.M. Ahmed, J.M. Hausdorff, N. Oriol, Application of linear and nonlinear time series modeling to heart rate dynamics analysis. IEEE Trans. Biomed. Eng. 42, 411 (1995)
J.P. Eckmann, D. Ruelle, Ergodic theory of chaos and strange attractors. Rev. Mod. Phys. 57, 617 (1985)
U.R. Acharya, K.P. Joseph, N. Kannathal, L.C. Min, J.S. Suri, Advances in Cardiac Signal Processing: Heart Rate Variability (Springer, New York, 2007), pp. 121–165
J.E. Sanderson, Heart rate variability in heart failure. Heart Fail. Rev. 2, 235–244 (1998)
J.P. Saul, Beat-to-beat variations of heart rate reflects modulation of cardiac autonomic outflow. News Physiol. Sci. 5, 32–37 (1990)
L.C. Andrews, B.K. Shivamoggi, Integral Transforms for Engineers (Prentice-Hall of India, New Delhi, 2005)
M. Weeks, Digital Signal Processing (Infinity Science Press, Massachusetts, 2007)
P.J. Schwartz, S.G. Priori, Sympathetic nervous system and cardiac arrhythmias, in Cardiac Electrophysiology, From Cell to Bedside, ed. by D.P. Zipes, J. Jalife (Saunders, W.B, Philadelphia, 1990), pp. 330–343
T. Kaplan, L. Glass, Understanding Nonlinear Dynamics (Springer, New York, 1995)
S. Mukherjee, S.K. Palit, A new scientific study towards distinction of ECG signals of a normal healthy person and of a congestive heart failure patient. J. Int. Acad. Phys. Sci. 15(4), 413–433 (2011)
V. Anishchenko, A. Neiman, T. Vadivasova, V. Astakhov, G. Schimansky, Dynamics of Chaotic and Stochastic Systems, 2nd edn. (Springer, Berlin, 2007)
G.L. Baker, J.P. Gollub, Chaotic Dynamics: An Introduction (Cambridge University Press, Cambridge, 1998). [62]
M.P. Tulppo, T.H. Makikallio, T.E.S. Takala, T. Seppanen, H.V. Huikuri, Quantitative beat-to-beat analysis of heart rate dynamics during exercise. Am. J. Physiol. 271, H244–H252 (1996)
M. Marchal, Determinism, Random, Chaos, Freedom. Henri Poincare and the Revolution of Scientific ideas in the Twentieth Century. Regul. Chaotic Dyn. 10, 227–236 (2005)
H.D.I. Abarbanel, Analysis of Observed Chaotic Data (Springer, New York, 1997)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer India
About this paper
Cite this paper
Dey, A., Banerjee, A., Bhattacharya, D.K., Tibarewala, D.N. (2015). Does Music Affect HRV Impulse? A Time Domain Study. In: Maharatna, K., Dalapati, G., Banerjee, P., Mallick, A., Mukherjee, M. (eds) Computational Advancement in Communication Circuits and Systems. Lecture Notes in Electrical Engineering, vol 335. Springer, New Delhi. https://doi.org/10.1007/978-81-322-2274-3_50
Download citation
DOI: https://doi.org/10.1007/978-81-322-2274-3_50
Published:
Publisher Name: Springer, New Delhi
Print ISBN: 978-81-322-2273-6
Online ISBN: 978-81-322-2274-3
eBook Packages: EngineeringEngineering (R0)