DocumentCode :
3577927
Title :
An enhanced method of lossless ECG data compression using ASCII character encoding
Author :
El B´charri, Oussama ; Latif, Rachid ; Dliou, Azzedine ; Abenaou, Abdenbi ; Jakjoud, Hicham
Author_Institution :
Nat. Sch. of Appl. Sci., Ibn Zohr Univ., Agadir, Morocco
fYear :
2014
Firstpage :
643
Lastpage :
647
Abstract :
Cardiac arrest is quoted as the major contributor to sudden and unexpected death around the globe. For detection and identification of cardiac problems, the electrocardiogram (ECG), which represents electrical activity of the heart, has to be continuously monitored typically over 24-h period. As a result, the produced ECG recording amounts to huge data sizes. In this paper, a new ECG data compression algorithm for real-time applications is proposed. The whole algorithm is written in C-platform. The algorithm is tested on various ECG data taken from PTB Diagnostic ECG Database. The compression scheme is such that the compressed file contains only ASCII characters. It is observed that the compression module gives a high compression ratio (CR = 18.48). The data reconstruction algorithm has also been developed using the reversed logic and it is seen that the difference between original and reconstructed ECG signal is almost negligible which leads to an excellent Quality Score.
Keywords :
data compression; electrocardiography; medical signal processing; signal reconstruction; ASCII character encoding; C platform; ECG signal reconstruction; PTB diagnostic ECG database; cardiac arrest; data reconstruction algorithm; electrocardiography; lossless ECG data compression; quality score; reversed logic; Biomedical measurement; Electrocardiography; Encoding; Monitoring; ASCII character encoding; ECG; lossless compression;
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.2014.7060946
Filename :
7060946
Link To Document :
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