From pacemaker to wearable: techniques for ECG detection systems

A Kumar, R Komaragiri, M Kumar - Journal of Medical Systems, 2018 - Springer
With the alarming rise in the deaths due to cardiovascular diseases (CVD), present medical
research scenario places notable importance on techniques and methods to detect CVDs …

Detection of R-peaks using fractional Fourier transform and principal component analysis

V Gupta, M Mittal, V Mittal, Y Chaturvedi - Journal of Ambient Intelligence …, 2022 - Springer
An electrocardiogram (ECG) is world's most recognized, widely accepted and essential
primitive diagnostic tool to assess health status of heart of a subject (patient) by analyzing its …

Development of robust, fast and efficient QRS complex detector: a methodological review

S Raj, KC Ray, O Shankar - … physical & engineering sciences in medicine, 2018 - Springer
The basis and reliability for timely diagnosis of cardiovascular diseases depend on the
robust and accurate detection of QRS complexes along with the fiducial points in the …

QRS detection based on wavelet coefficients

Z Zidelmal, A Amirou, M Adnane… - Computer methods and …, 2012 - Elsevier
Electrocardiogram (ECG) signal processing and analysis provide crucial information about
functional status of the heart. The QRS complex represents the most important component …

Revisiting QRS detection methodologies for portable, wearable, battery-operated, and wireless ECG systems

M Elgendi, B Eskofier, S Dokos, D Abbott - PloS one, 2014 - journals.plos.org
Cardiovascular diseases are the number one cause of death worldwide. Currently, portable
battery-operated systems such as mobile phones with wireless ECG sensors have the …

PCA as an effective tool for the detection of R-peaks in an ECG signal processing

V Gupta, NK Saxena, A Kanungo, P Kumar… - International Journal of …, 2022 - Springer
Visual inspection of R-peaks in Electrocardiogram (ECG) signal is avoided because of
limited resolution and in the variation of parameters of the underlying subject (patient) …

FrWT-PPCA-based R-peak detection for improved management of healthcare system

V Gupta, M Mittal, V Mittal - IETE Journal of Research, 2023 - Taylor & Francis
Fourier analysis is well known to provide complete information of the frequencies present in
a signal. But in the process, time information is lost. Therefore, its time-frequency …

[HTML][HTML] DSP-based arrhythmia classification using wavelet transform and probabilistic neural network

JA Gutiérrez-Gnecchi, R Morfin-Magana… - … Signal Processing and …, 2017 - Elsevier
A large part of the biomedical research spectrum is dedicated to develop electrocardiogram
(ECG) signal processing techniques to contribute to early diagnosis. However, it is common …

Feature extraction of electrocardiogram signals by applying adaptive threshold and principal component analysis

R Rodríguez, A Mexicano, J Bila… - Journal of applied …, 2015 - scielo.org.mx
This paper presents a novel approach for QRS complex detection and extraction of
electrocardiogram signals for different types of arrhythmias. Firstly, the ECG signal is filtered …

Boosting the battery life of wearables for health monitoring through the compression of biosignals

M Hooshmand, D Zordan, D Del Testa… - IEEE Internet of …, 2017 - ieeexplore.ieee.org
Modern wearable Internet of Things (IoT) devices enable the monitoring of vital parameters
such as heart or respiratory (RESP) rates, electrocardiography (ECG) …