Hilbert-Huang transform for analysis of heart rate variability in cardiac health

H Li, S Kwong, L Yang, D Huang… - IEEE/ACM Transactions …, 2011 - ieeexplore.ieee.org
This paper introduces a modified technique based on Hilbert-Huang transform (HHT) to
improve the spectrum estimates of heart rate variability (HRV). In order to make the beat-to …

Assessment of the dynamic interactions between heart rate and arterial pressure by the cross time–frequency analysis

M Orini, P Laguna, LT Mainardi… - Physiological …, 2012 - iopscience.iop.org
In this study, a framework for the characterization of the dynamic interactions between RR
variability (RRV) and systolic arterial pressure variability (SAPV) is proposed. The …

A formal study of the nonlinearity and consistency of the empirical mode decomposition

N Tsakalozos, K Drakakis, S Rickard - Signal Processing, 2012 - Elsevier
Towards develo** a rigorous mathematical theory for Empirical Mode Decomposition
(EMD), we provide an overview of the algorithm and introduce a corresponding operator …

Frequency range extension of spectral analysis of pulse rate variability based on Hilbert–Huang transform

CC Chang, TC Hsiao, HY Hsu - Medical & biological engineering & …, 2014 - Springer
Heart rate variability (HRV) is a well-accepted indicator for neural regulatory mechanisms in
cardiovascular circulation. Its spectrum analysis provides the powerful means of observing …

Heart rate variability for assessing comatose patients with different Glasgow Coma Scale scores

Y Machado-Ferrer, M Estévez, C Machado… - Clinical …, 2013 - Elsevier
OBJECTIVE: To assess the autonomic nervous system (ANS) in coma by heart rate
variability (HRV). METHODS: Sixteen comatose patients and 22 normal subjects with …

Nonuniformly sampled trivariate empirical mode decomposition

A Hemakom, A Ahrabian, D Looney… - … , Speech and Signal …, 2015 - ieeexplore.ieee.org
Multichannel data-driven time-frequency algorithms, such as the multivariate empirical mode
decomposition (MEMD), have emerged as important tools in the analysis of inter-channel …

Cross Time‐Frequency Analysis for Combining Information of Several Sources: Application to Estimation of Spontaneous Respiratory Rate from …

MD Peláez-Coca, M Orini, J Lázaro… - … methods in medicine, 2013 - Wiley Online Library
A methodology that combines information from several nonstationary biological signals is
presented. This methodology is based on time‐frequency coherence, that quantifies the …

A comparison of two Hilbert spectral analyses of heart rate variability

EAF Ihlen - Medical & biological engineering & computing, 2009 - Springer
The present paper compares the performance of two Hilbert spectral analyses when applied
to a synthetic RR series from a nonstationary integral pulse frequency modulation model …

Bidirectional intrinsic modulation of EEG band power time series and spectral components of heart rate variability

MN Pardo-Rodriguez, E Bojorges-Valdez… - Autonomic …, 2021 - Elsevier
Some hypotheses relate oscillations of EEG band power with autonomic processes derived
from homeostatic control modulated by structures like the Central Autonomic Network and …

A new baroreflex sensitivity index based on improved Hilbert–Huang transform for assessment of baroreflex in supine and standing postures

A Singh, BS Saini, D Singh - Biocybernetics and Biomedical Engineering, 2016 - Elsevier
The aim of this study is to propose a new baroreflex sensitivity (BRS) index using improved
Hilbert–Huang transform (HHT) using weighted coherence (CW) criterion and apply it to …