DocumentCode
3308044
Title
An ECG compression scheme based on vector quantisation
Author
Hamid, G.H.
Author_Institution
Sch. of Inf. & Eng., Flinders Univ. of South Australia, Bedford Park, SA
Volume
2
fYear
1999
fDate
36434
Abstract
An ECG signal compression scheme based on the vector quantisation (VQ) method is proposed. The compression is performed by quantising the ECG samples into a reduced set of reference vectors, the codebook. The vector representing elements with a high frequency of occurrence is selected for further coding, while the rest of the signal containing all the values occurring with lower probabilities are kept unchanged. The proposed scheme is superior to other available direct compression methods in retaining the most important part of the ECG signal
Keywords
electrocardiography; medical signal processing; vector quantisation; ECG compression scheme; ECG signal; codebook; coding; probabilities; reference vectors; vector quantisation; Australia; Chromium; Decoding; Electrocardiography; Frequency; Informatics; Interpolation; Signal processing; Signal processing algorithms; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location
Atlanta, GA
ISSN
1094-687X
Print_ISBN
0-7803-5674-8
Type
conf
DOI
10.1109/IEMBS.1999.804178
Filename
804178
Link To Document