[HTML][HTML] A survey on data compression techniques: From the perspective of data quality, coding schemes, data type and applications

U Jayasankar, V Thirumal, D Ponnurangam - Journal of King Saud …, 2021 - Elsevier
Explosive growth of data in digital world leads to the requirement of efficient technique to
store and transmit data. Due to limited resources, data compression (DC) techniques are …

Artificial intelligence methods for analysis of electrocardiogram signals for cardiac abnormalities: state-of-the-art and future challenges

SK Saini, R Gupta - Artificial Intelligence Review, 2022 - Springer
Abstract Cardiovascular diseases (CVDs) in India and globally are the major cause of
mortality, as revealed by the World Health Organization (WHO). The irregularities in the pace …

An efficient compression of ECG signals using deep convolutional autoencoders

O Yildirim, R San Tan, UR Acharya - Cognitive Systems Research, 2018 - Elsevier
Background and objective Advances in information technology have facilitated the retrieval
and processing of biomedical data. Especially with wearable technologies and mobile …

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 …

ECG signal compression based on optimization of wavelet parameters and threshold levels using evolutionary techniques

P Singhai, A Kumar, A Ateek, IA Ansari… - Circuits, Systems, and …, 2023 - Springer
The ECG (electrocardiogram) signals are an indicator of the electrical activity of the heart.
Given its noninvasive nature ECG are an extremely popular medium for heart checkups …

An ECG acquisition system prototype design with flexible PDMS dry electrodes and variable transform length DCT-IV based compression algorithm

CH Luo, WJ Ma, WH Juang, SH Kuo… - IEEE Sensors …, 2016 - ieeexplore.ieee.org
In this paper, a system is designed using flexible poly-dimethylsiloxane (PDMS) dry
electrodes instead of wet electrodes to acquire electrocardiogram (ECG) signals. This …

Computationally efficient cosine modulated filter bank design for ECG signal compression

S Chandra, A Sharma, GK Singh - Irbm, 2020 - Elsevier
In this work, computationally efficient and reliable cosine modulated filter banks (CMFBs) are
designed for Electrocardiogram (ECG) data compression. First of all, CMFBs (uniform and …

Classification of ECG arrhythmia with machine learning techniques

HI Bulbul, N Usta, M Yildiz - 2017 16th IEEE International …, 2017 - ieeexplore.ieee.org
The ECG uses some methods to diagnose these cardiac arrhythmias and tries to correct the
diagnosis. ECG signals are characterized by a collection of waves such as P, Q, R, S, T …

Design of edge-IoMT network architecture with weight-based scheduling

LM Tseng, PF Chen, CY Wen - Sensors, 2023 - mdpi.com
Population health monitoring based on the Internet of Medical Things (IoMT) is becoming an
important application trend healthcare improvement. This work aims to develop an …

Design of a nearly linear-phase IIR filter and JPEG compression ECG signal in real-time system

NT Bui, TMT Nguyen, S Park, J Choi, TMT Vo… - … Signal Processing and …, 2021 - Elsevier
This paper presents the design of an Electrocardiogram (ECG) signal acquisition system
based on 32-bit microprocessor platform. In hardware design, we present a complete design …