[PDF][PDF] A review of ECG data compression techniques

B Singh, A Kaur, J Singh - International journal of computer applications, 2015 - Citeseer
Electrocardiogram (ECG) data compression reduced the storage requirements to develop a
more efficient telecardiology system for cardiac analysis and diagnosis. The ECG …

Enabling smart personalized healthcare: A hybrid mobile-cloud approach for ECG telemonitoring

X Wang, Q Gui, B Liu, Z Jin… - IEEE journal of biomedical …, 2013 - ieeexplore.ieee.org
The severe challenges of the skyrocketing healthcare expenditure and the fast aging
population highlight the needs for innovative solutions supporting more accurate, affordable …

ECG data compression algorithm for tele-monitoring of cardiac patients

CK Jha, MH Kolekar - International Journal of Telemedicine …, 2017 - inderscienceonline.com
This paper reports an efficient electrocardiogram (ECG) data compression algorithm for tele-
monitoring of cardiac patients from rural area, based on combination of two encoding …

A joint application of optimal threshold based discrete cosine transform and ASCII encoding for ECG data compression with its inherent encryption

A Pandey, B Singh, BS Saini, N Sood - Australasian physical & …, 2016 - Springer
In this paper, a joint use of the discrete cosine transform (DCT), and differential pulse code
modulation (DPCM) based quantization is presented for predefined quality controlled …

An ECG compression algorithm with guaranteed reconstruction quality based on optimum truncation of singular values and ASCII character encoding

SK Mukhopadhyay, MO Ahmad, MNS Swamy - … signal processing and …, 2018 - Elsevier
An efficient electrocardiogram (ECG) compression algorithm provides two-fold benefits: first,
it enlarges the storage capability and second, it enhances the transmission efficiency of the …

Compression of multilead electrocardiogram using principal component analysis and machine learning approach

S Banerjee, R Gupta, J Saha - 2018 IEEE Applied Signal …, 2018 - ieeexplore.ieee.org
In this work, a multi-lead Electrocardiogram (ECG) data compression using principal
component analysis (PCA) combined with a machine learning technique is proposed to …

Electrocardiogram data compression using adaptive bit encoding of the discrete Fourier transforms coefficients

D Sadhukhan, S Pal, M Mitra - IET Science, Measurement & …, 2015 - Wiley Online Library
This study proposes an algorithm for electrocardiogram (ECG) data compression using the
conventional discrete Fourier transform. The coefficients are calculated using sine and …

SVD and ASCII character encoding-based compression of multiple biosignals for remote healthcare systems

SK Mukhopadhyay, MO Ahmad… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Advancements in electronics and miniaturized device fabrication technologies have enabled
simultaneous acquisition of multiple biosignals (MBioSigs), but the area of compression of …

An enhanced method for real-time modelling of cardiac related biosignals using Gaussian mixtures

AM Alqudah - Journal of medical engineering & technology, 2017 - Taylor & Francis
Cardiac related biosignals modelling is very important for detecting, classification,
compression and transmission of such health-related signals. This paper introduces a new …

Quality aware compression of electrocardiogram using principal component analysis

R Gupta - Journal of medical systems, 2016 - Springer
Electrocardiogram (ECG) compression finds wide application in various patient monitoring
purposes. Quality control in ECG compression ensures reconstruction quality and its clinical …