DocumentCode
1944105
Title
Comparison of wavelet packets with cosine-modulated pseudo-QMF bank for ECG compression
Author
Blanco-Velasco, M. ; Cruz-Roldán, F. ; López-Ferreras, F. ; Martín-Martín, P.
Author_Institution
Dept. of Ingenieria de Circuitos y Sistemas, Univ. Politecnica de Madrid, Spain
Volume
3
fYear
2001
fDate
2001
Firstpage
2135
Abstract
An electrocardiogram (ECG) compression technique based on subband coding has been developed in this paper to compare with compression techniques based on Wavelet Packets (WP). The filter bank designed is a cosine-modulated pseudo-QMF bank using the Kaiser Window Approach (KWA) method that does not have the perfect reconstruction (PR) property, as opposed to WP that are implemented by means of a PR filter bank. In both schemes, the coding process is the same to be able to compare the results. This is carried out using a very easy algorithm based on a thresholding technique, which provides good compression rate. Its main application is to encode long-term registers of the digitized electrocardiogram signal, in order to reduce the bit rate. To preserve the reconstructed signal accuracy, the percentage root-mean-square difference (PRD) is used as an objective measurement parameter, which is selected before compression. The tests have been done for the twelve principal cardiac leads, and the compression degree measurement is evaluated by means of the mean number of bits per sample (MBPS) and the compression ratio (CR).
Keywords
data compression; electrocardiography; medical signal processing; wavelet transforms; ECG compression; Kaiser Window Approach; bit rate reduction; compression ratio; cosine-modulated pseudo-QMF bank; digitized electrocardiogram signal; electrodiagnostics; long-term registers; objective measurement parameter; percentage root-mean-square difference; principal cardiac leads; reconstruction property; subband coding; thresholding technique; Bit rate; Circuits; Discrete wavelet transforms; Electrocardiography; Filter bank; Multiresolution analysis; Signal processing; Testing; Wavelet analysis; Wavelet packets;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN
1094-687X
Print_ISBN
0-7803-7211-5
Type
conf
DOI
10.1109/IEMBS.2001.1017177
Filename
1017177
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