DocumentCode
3577890
Title
A new simple and efficient technique for ECG compression based on leads converter and DWT coefficients thresholding
Author
El hanine, Mustapha ; Abdelmounim, Elhassane ; Haddadi, Rachid ; Belaguid, Abdelaziz
Author_Institution
LASTI, Univ. of Hassan I, Settat, Morocco
fYear
2014
Firstpage
638
Lastpage
643
Abstract
In this paper, a new scheme for ElectroCardioGram (ECG) signal compression is proposed. The idea behind this efficient scheme is simple. Primary, the redundancies between the six leads represented in frontal plane (DI to aVF) was exploited to perform only 2 leads using a converting method; in this step, the scheme provided a near lossless Compression Ratio (CR) up to 3:1. Secondly, to increase the CR, we have used the recent powerful Discrete Wavelet Transform (DWT) signal processing combined to its thresholded coefficients and Adaptive Decimal to Binary Converter (ADBC). Experiments are carried out on the selected records from the PTB Arrhythmia Database and obtained an average Percent Root mean squared Difference (PRD) as around 0.59% to 16.38% for an average CR of 4.96:1 to 130.34:1 respectively. The results indicate that this technique can be applied without altering a real morphology ECG signals and it applies to all types of ECG signals, whether normal or presenting arrhythmias.
Keywords
data compression; discrete wavelet transforms; electrocardiography; medical signal processing; ADBC; DWT coefficient thresholding; DWT signal processing; ECG signal compression; PTB arrhythmia database; adaptive decimal-binary converter; average CR; average PRD; average percent root mean squared difference; converting method; discrete wavelet transform; electrocardiogram signal compression; frontal plane; lead converter; near-lossless compression ratio; real morphology ECG signals; Databases; Discrete wavelet transforms; Electronics packaging; Equations; ISO; ISO standards; Integrated circuits; Adaptive Decimal to Binary Converter; CR; Compression; DWT; ECG; Leads Converter; PRD;
fLanguage
English
Publisher
ieee
Conference_Titel
Complex Systems (WCCS), 2014 Second World Conference on
Print_ISBN
978-1-4799-4648-8
Type
conf
DOI
10.1109/ICoCS.2014.7060909
Filename
7060909
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