MULTIWAVE - A WAVELET-BASED ECG DATA-COMPRESSION ALGORITHM

Citation
Nv. Thakor et al., MULTIWAVE - A WAVELET-BASED ECG DATA-COMPRESSION ALGORITHM, IEICE transactions on information and systems, E76D(12), 1993, pp. 1462-1469
Citations number
NO
Categorie Soggetti
Computer Science Information Systems
ISSN journal
09168532
Volume
E76D
Issue
12
Year of publication
1993
Pages
1462 - 1469
Database
ISI
SICI code
0916-8532(1993)E76D:12<1462:M-AWED>2.0.ZU;2-9
Abstract
MultiWave data compression algorithm is based on the multiresolution w avelet technique for decomposing Electrocardiogram (ECG) signals into their coarse and successively more detailed components. At each succes sive resolution, or scale, the data are convolved with appropriate fil ters and then the alternate samples are discarded. This procedure resu lts in a data compression rate that increases on a dyadic scale with s uccessive wavelet resolutions. ECG signals recorded from patients with normal sinus rhythm, supraventricular tachycardia, and ventricular ta chycardia are analyzed. The data compression rates and the percentage distortion levels at each resolution are obtained. The performance of the MultiWave data compression algorithm is shown to be superior to an other algorithm (the Turning Point algorithm) that also carries out da ta reduction on a dyadic scale.