DocumentCode :
319692
Title :
Using CELP for compression of ECG signals
Author :
Ribbum, Bernt
Author_Institution :
Dept. of Electr. & Comput. Eng., Stavanger Coll., Norway
Volume :
4
fYear :
1996
fDate :
31 Oct-3 Nov 1996
Firstpage :
1380
Abstract :
A parametric coder of the Code Excited Linear Prediction (CELP) family in presented, aimed at coding of digitised electrocardiograms (ECG). Identifying the various parts of an ECG is done to assess the coder performance on a subjective scale. This is used to adjust the parameters of the CELP to better fit the signal. Variants of the CELP are presented, especially designed fur ECG coding; this includes a “copy” long term predictor and a recursive search in the VQ codebook, both resulting in a variable bitrate. Using the percent root-mean-square distortion measure, the coder is shown to deliver results around 7.6% at a mean rate of 2.1 bits per sample. This is on par with or above coders reported elsewhere. The coders presented are shown to be very robust
Keywords :
electrocardiography; linear predictive coding; medical signal processing; vector quantisation; CELP use; ECG signal compression; VQ codebook; coder performance; copy long term predictor; digitised electrocardiograms; hybrid CELP; parametric coder; percent root-mean-square distortion measure; recursive search; robust coders; subjective scale; variable bitrate; Bit rate; Data compression; Distortion measurement; Electrocardiography; Engineering in Medicine and Biology Society; Filters; Linear predictive coding; Rhythm; Robustness; Speech;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
Type :
conf
DOI :
10.1109/IEMBS.1996.647464
Filename :
647464
Link To Document :
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