Heart rate variability: A review

  • Acharya U
  • Joseph K
  • Kannathal N
 et al. 
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Abstract

Heart rate variability (HRV) is a reliable reflection of the many physiological factors modulating the normal rhythm of the heart. In fact, they provide a powerful means of observing the interplay between the sympathetic and parasympathetic nervous systems. It shows that the structure generating the signal is not only simply linear, but also involves nonlinear contributions. Heart rate (HR) is a nonstationary signal; its variation may contain indicators of current disease, or warnings about impending cardiac diseases. The indicators may be present at all times or may occur at random—during certain intervals of the day. It is strenuous and time consuming to study and pinpoint abnormalities in voluminous data collected over several hours. Hence, HR variation analysis (instantaneous HR against time axis) has become a popular noninvasive tool for assessing the activities of the autonomic nervous system. Computer based analytical tools for in-depth study of data over daylong intervals can be very useful in diagnostics. Therefore, the HRV signal parameters, extracted and analyzed using computers, are highly useful in diagnostics. In this paper, we have discussed the various applications of HRV and different linear, frequency domain, wavelet domain, nonlinear techniques used for the analysis of the HRV.

Author-supplied keywords

  • ANOVA test
  • Approximate entropy
  • Autonomic nervous system
  • Correlation dimension
  • Heart rate variability
  • Hurste xponent
  • Lyapunov exponent
  • Phase space plot
  • Poincare plot
  • Recurrent plot
  • Sample entropy
  • Surrogate data
  • Wavelet transform
  • anova test á
  • autonomic nervous
  • correlation dimension á lyapunov
  • diagnostic marker
  • exponent á approximate entropy
  • heart rate variability
  • heart rate variability á
  • measuring methods
  • phase space plot á
  • prognostic marker
  • sympatho-vagal influences
  • system á poincare plot
  • á sample entropy á
  • á surrogate data á

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Authors

  • U. Rajendra UR Rajendra Acharya

  • K. Paul KP Paul Joseph

  • N. Kannathal

  • Choo Min CM Choo Min Lim

  • Jasjit S. JS Jasjit S. JS Suri

  • Æ K Paul Joseph

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