Review of noise removal techniques in ECG signals

S Chatterjee, RS Thakur, RN Yadav… - IET Signal …, 2020 - Wiley Online Library
An electrocardiogram (ECG) records the electrical signal from the heart to check for different
heart conditions, but it is susceptible to noises. ECG signal denoising is a major pre …

Artifact removal in physiological signals—Practices and possibilities

KT Sweeney, TE Ward… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
The combination of reducing birth rate and increasing life expectancy continues to drive the
demographic shift toward an aging population. This, in turn, places an ever-increasing …

An efficient removal of power-line interference and baseline wander from ECG signals by employing Fourier decomposition technique

A Singhal, P Singh, B Fatimah, RB Pachori - Biomedical Signal Processing …, 2020 - Elsevier
Baseline wander (BW) and power-line interference (PLI) tend to occur in every recorded
electrocardiogram (ECG) signal and can significantly deteriorate the quality of the signal …

A comprehensive survey on ECG signals as new biometric modality for human authentication: Recent advances and future challenges

AN Uwaechia, DA Ramli - IEEE Access, 2021 - ieeexplore.ieee.org
Electrocardiogram (ECG) has extremely discriminative characteristics in the biometric field
and has recently received significant interest as a promising biometric trait. However, ECG …

[HTML][HTML] A review of fetal ECG signal processing; issues and promising directions

R Sameni, GD Clifford - The open pacing, electrophysiology & …, 2010 - ncbi.nlm.nih.gov
The field of electrocardiography has been in existence for over a century, yet despite
significant advances in adult clinical electrocardiography, signal processing techniques and …

A nonlinear Bayesian filtering framework for ECG denoising

R Sameni, MB Shamsollahi, C Jutten… - IEEE transactions on …, 2007 - ieeexplore.ieee.org
In this paper, a nonlinear Bayesian filtering framework is proposed for the filtering of single
channel noisy electrocardiogram (ECG) recordings. The necessary dynamic models of the …

Arrhythmia classification from single-lead ECG signals using the inter-patient paradigm

FM Dias, HLM Monteiro, TW Cabral, R Naji… - Computer Methods and …, 2021 - Elsevier
Background and objectives: Arrhythmia is a heart disease characterized by the change in
the regularity of the heartbeat. Since this disorder can occur sporadically, Holter devices are …

ECG denoising and compression using a modified extended Kalman filter structure

O Sayadi, MB Shamsollahi - IEEE transactions on biomedical …, 2008 - ieeexplore.ieee.org
This paper presents efficient denoising and lossy compression schemes for
electrocardiogram (ECG) signals based on a modified extended Kalman filter (EKF) …

System for processing physiological data

M Brockway, B Brockway - US Patent 9,339,202, 2016 - Google Patents
Physiological signals such as ECG signals are obtained from a patient. In accordance with
one or more embodiments, an apparatus, system and/or method is directed to at least two …

Baseline wander and power line interference removal from ECG signals using eigenvalue decomposition

RR Sharma, RB Pachori - Biomedical Signal Processing and Control, 2018 - Elsevier
In this paper, a novel method is proposed for baseline wander (BW) and power line
interference (PLI) removal from electrocardiogram (ECG) signals. The proposed …