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Synapse
August 1, 200780 citations

Analysis of Heart Rate Variability Using Time-Varying Frequency Bands Based on Respiratory Frequency

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RBRaquel BailónPLPablo LagunaLMLuca Mainardi

Key Result

A methodological approach using time-varying frequency bands based on respiratory frequency was presented for the analysis of nonstationary heart rate variability signals.

Structured PICO

P
Population
Recordings acquired during stress testing and induced emotion experiments
E
Exposure
Methodological approach for the analysis of nonstationary heart rate variability (HRV) signals using time-varying frequency bands based on respiratory frequency (Smoothed Pseudo Wigner Ville distribution)
O
Outcome
Spectral analysis of HRV

This methodological paper presents an approach for analyzing nonstationary heart rate variability using time-varying frequency bands based on respiratory frequency.

Abstract

In this paper a methodological approach for the analysis of nonstationary heart rate variability (HRV) signals using time-varying frequency bands based on respiratory frequency is presented. Spectral analysis of HRV is accomplished by means of the Smoothed Pseudo Wigner Ville distribution. Different approaches to the definition of the low frequency (LF) and high frequency (HF) bands are considered which involve respiratory information, derived either from a respiratory signal or from the ECG itself. Results are presented which derive from recordings acquired during stress testing and induced emotion experiments.

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Cite This Study

Bailón et al. (2007) studied this question. Time-varying frequency bands based on respiratory frequency was evaluated on Heart rate variability (HRV) spectral analysis. A methodological approach using time-varying frequency bands based on respiratory frequency was presented for the analysis of nonstationary heart rate variability signals.

synapsesocial.com/papers/6a30ac6c912b1f0ec6bcb3f8https://doi.org/10.1109/iembs.2007.4353891
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Spectral Analysis of Heart Rate Variability in Time-Varying Conditions and in the Presence of Confounding Factors2022 · 14 citations
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  3. 3Time‐Frequency Analysis of Heart Rate Variability1996 · 12 citations
  4. 4On the quantification of heart rate variability spectral parameters using time–frequency and time-varying methods2008 · 98 citations
  5. 5Comprehensive Analysis of Heart Rate Variability Using Various Methods2024