Optimal discrete wavelet design for cardiac signal processing

J.M.H. Karel; R.L.M. Peeters; R.l. Westra; K.M.S. Moermans; S.A.P. Haddad; W.A. Serdijn

doi:10.1109/IEMBS.2005.1617046

Optimal discrete wavelet design for cardiac signal processing

J.M.H. Karel^*, R.L.M. Peeters, R.l. Westra, K.M.S. Moermans, S.A.P. Haddad, W.A. Serdijn

^*Corresponding author for this work

BioMathematics and BioInformatics

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

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Abstract

The question of designing the best wavelet for a given signal is discussed from the perspective of orthogonal filter banks. Two performance criteria are proposed to measure the quality of a wavelet, based on the principle of maximization of variance. The method is illustrated and evaluated by means of a worked example from biomedicine in the area of cardiac signal processing. The experimental results show the potential of the approach.

Original language	English
Title of host publication	2005 IEEE Engineering in Medicine and Biology 27th Annual Conference
Publisher	IEEE
Pages	2769-2772
ISBN (Print)	0-7803-8741-4
DOIs	https://doi.org/10.1109/IEMBS.2005.1617046
Publication status	Published - 2005
Event	2005 IEEE Engineering in Medicine and Biology 27th Annual Conference - Shanghai, China Duration: 17 Jan 2006 → 18 Jan 2006

Conference

Conference	2005 IEEE Engineering in Medicine and Biology 27th Annual Conference
Country/Territory	China
City	Shanghai
Period	17/01/06 → 18/01/06

Access to Document

10.1109/IEMBS.2005.1617046

Full TextFinal published version, 781 KBLicence: Taverne

http://ieeexplore.ieee.org/document/1617046/

Cite this

@inproceedings{c92ef8d9088549958c5422ca8df7e92e,

title = "Optimal discrete wavelet design for cardiac signal processing",

abstract = "The question of designing the best wavelet for a given signal is discussed from the perspective of orthogonal filter banks. Two performance criteria are proposed to measure the quality of a wavelet, based on the principle of maximization of variance. The method is illustrated and evaluated by means of a worked example from biomedicine in the area of cardiac signal processing. The experimental results show the potential of the approach.",

author = "J.M.H. Karel and R.L.M. Peeters and R.l. Westra and K.M.S. Moermans and S.A.P. Haddad and W.A. Serdijn",

year = "2005",

doi = "10.1109/IEMBS.2005.1617046",

language = "English",

isbn = "0-7803-8741-4",

pages = "2769--2772",

booktitle = "2005 IEEE Engineering in Medicine and Biology 27th Annual Conference",

publisher = "IEEE",

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note = "2005 IEEE Engineering in Medicine and Biology 27th Annual Conference ; Conference date: 17-01-2006 Through 18-01-2006",

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Karel, JMH , Peeters, RLM , Westra, RL, Moermans, KMS, Haddad, SAP & Serdijn, WA 2005, Optimal discrete wavelet design for cardiac signal processing. in 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference. IEEE, pp. 2769-2772, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, Shanghai, China, 17/01/06. https://doi.org/10.1109/IEMBS.2005.1617046

TY - GEN

T1 - Optimal discrete wavelet design for cardiac signal processing

AU - Karel, J.M.H.

AU - Peeters, R.L.M.

AU - Westra, R.l.

AU - Moermans, K.M.S.

AU - Haddad, S.A.P.

AU - Serdijn, W.A.

PY - 2005

Y1 - 2005

N2 - The question of designing the best wavelet for a given signal is discussed from the perspective of orthogonal filter banks. Two performance criteria are proposed to measure the quality of a wavelet, based on the principle of maximization of variance. The method is illustrated and evaluated by means of a worked example from biomedicine in the area of cardiac signal processing. The experimental results show the potential of the approach.

AB - The question of designing the best wavelet for a given signal is discussed from the perspective of orthogonal filter banks. Two performance criteria are proposed to measure the quality of a wavelet, based on the principle of maximization of variance. The method is illustrated and evaluated by means of a worked example from biomedicine in the area of cardiac signal processing. The experimental results show the potential of the approach.

U2 - 10.1109/IEMBS.2005.1617046

DO - 10.1109/IEMBS.2005.1617046

M3 - Conference article in proceeding

SN - 0-7803-8741-4

SP - 2769

EP - 2772

BT - 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference

PB - IEEE

T2 - 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference

Y2 - 17 January 2006 through 18 January 2006

ER -