DocumentCode :
3482450
Title :
A two dimensional wavelet packet approach for ECG compression
Author :
Moghaddam, Ahmad Reza A ; Nayebi, Kambiz
Volume :
1
fYear :
2001
fDate :
2001
Firstpage :
226
Abstract :
An improved compression algorithm for ECG signals is presented using temporal alignment of beats and 2-D wavelet packet transform (WPT). This 2-D transform based approach utilizes the fact that the electrocardiogram (ECG) signals generally show two types of correlation, namely correlation between subsequent samples within each ECG cycle (intrabeat) and correlation between subsequent cycles (interbeat). One simple compression algorithm in the 2-D WPT domain, which is applied to some records in the MIT-BIH arrhythmia database shows lower percent root mean square difference (PRD) than 1-D wavelet based compression methods for the same compression ratio (CR)
Keywords :
correlation methods; data compression; electrocardiography; medical signal processing; wavelet transforms; 2D wavelet packet transform; ECG compression; ECG cycle; ECG signals; MIT-BIH arrhythmia database; compression algorithm; compression ratio; correlation; electrocardiogram; intrabeat; percent root mean square difference; temporal alignment; temporal beat alignment; Compression algorithms; Discrete wavelet transforms; Electrocardiography; Entropy; Fourier transforms; Signal analysis; Time frequency analysis; Wavelet domain; Wavelet packets; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and its Applications, Sixth International, Symposium on. 2001
Conference_Location :
Kuala Lumpur
Print_ISBN :
0-7803-6703-0
Type :
conf
DOI :
10.1109/ISSPA.2001.949818
Filename :
949818
Link To Document :
بازگشت