A deep learning-based framework For ECG signal denoising based on stacked cardiac cycle tensor

A Rasti-Meymandi, A Ghaffari - Biomedical Signal Processing and Control, 2022 - Elsevier
The Electrocardiogram (ECG) signal is one of the frequently used non-invasive
physiological measurement techniques for heart diagnosis. However, ECG signal is often …

Hybrid method based on singular value decomposition and embedded zero tree wavelet technique for ECG signal compression

R Kumar, A Kumar, GK Singh - Computer methods and programs in …, 2016 - Elsevier
Background and objective In the field of biomedical, it becomes necessary to reduce data
quantity due to the limitation of storage in real-time ambulatory system and telemedicine …

Electrocardiogram signal compression based on singular value decomposition (SVD) and adaptive scanning wavelet difference reduction (ASWDR) technique

R Kumar, A Kumar, GK Singh - AEU-International Journal of Electronics …, 2015 - Elsevier
In the field of biomedical, it has become necessary to reduce data quantity due to the
limitation of storage in real-time ambulatory system and Tel-e-medicine system. Data …

Electrocardiogram signal compression using singular coefficient truncation and wavelet coefficient coding

R Kumar, A Kumar, GK Singh - IET Science, Measurement & …, 2016 - Wiley Online Library
In this study, an inter‐and intra‐beat correlation‐based compression technique for
electrocardiogram (ECG) signal is proposed using singular coefficient truncation, based on …

Algorithm and VLSI architecture design of low-power SPIHT decoder for mHealth applications

JH Hsieh, MJ Shih, XH Huang - IEEE transactions on …, 2018 - ieeexplore.ieee.org
A real-time cost and power-efficient (CPE) set partitioning in hierarchical trees (SPIHT)
decoder design with low hardware complexity and low-power dissipation is introduced in …

Dual-tree sparse decomposition of DWT filters for ECG signal compression and HRV analysis

R Kumar, AR Verma, B Gupta, S Kumar - Augmented Human Research, 2021 - Springer
In this paper, a one-dimensional ECG signal is decomposed as symmetry tree structure at
each level using discrete wavelet transforms which outcomes from a larger quantity of …

Efficient compression technique based on temporal modelling of ECG signal using principle component analysis

R Kumar, A Kumar, GK Singh… - … Science, Measurement & …, 2017 - Wiley Online Library
This study presents an improved technique for compression of electrocardiogram (ECG)
signals, based on beat correlation of signal and principle component (PC) analysis, for ECG …

Computational efficient method for ECG signal compression based on modified SPIHT technique

R Kumar, A Kumar, G Akhil, A Singh… - … Journal of Biomedical …, 2014 - inderscienceonline.com
In this paper, an improved method for electrocardiogram (ECG) signal compression using
Set Partitioning in Hierarchical Trees (SPIHT) algorithm is proposed. ECG signals are …

An efficient compression system for ECG signal using QRS periods and CAB technique based on 2D DWT and Huffman coding

K Ranjeet, A Kumar, RK Pandey - … International Conference on …, 2013 - ieeexplore.ieee.org
In this paper, a ECG compression system is presented based on two-dimensional discrete
wavelet transform (2D DWT) and Huffman coding technique. In this method, two different …

[PDF][PDF] Performance analysis of ecg signal compression using spiht

SM Isa, ME Suryana, MA Akbar, A Noviyanto… - … Journal On Smart …, 2013 - sciendo.com
In this paper, we analyze the performance of electrocardiogram (ECG) signal compression
by comparing original and reconstructed signal on two problems. First, automatic sleep …