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 :
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