Title :
An ECG compression scheme based on vector quantisation
Author_Institution :
Sch. of Inf. & Eng., Flinders Univ. of South Australia, Bedford Park, SA
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;
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
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.804178