DocumentCode
1892161
Title
Method for segmentation of cardiac signals based on four parameter sine fitting
Author
Pinheiro, Eduardo ; Postolache, Octavian ; Girão, Pedro
Author_Institution
DEEC, Inst. Super. Tecnico, Lisbon, Portugal
fYear
2011
fDate
27-29 April 2011
Firstpage
1
Lastpage
4
Abstract
This paper introduces a heartbeat segmentation method for cardiovascular signals based on 4-parameter sine fitting. The goal of the method is to segment unobtrusivelyacquired cardiovascular signals, without requiring an additional reference signal to synchronize the segmentation points and without strict assumptions about the subject´s heartbeat shape. Known methods rely on simultaneous electrocardiogram acquisition, or require an expert´s intervention, or assume strong premises regarding the signals´ shape and stability. The method proposed relies on a moving power-window combined with 4 parameter sine fitting to transform the cardiac signal and to obtain the fundamental frequency of oscillation, the cardiac rhythm. Validation tests were made using ballistocardiogram (BCG) and impedance cardiogram (ICG) signals from a diverse set of subjects. The validation signals were acquired imperceptibly to the subjects, freely seated on a wheelchair. The outcome of the method´s application on the validation signals confirmed its reliability.
Keywords
curve fitting; electrocardiography; feature extraction; medical signal processing; BCG signals; ICG signals; ballistocardiogram signals; cardiac rhythm; cardiac signal segmentation; four parameter sine fitting; fundamental oscillation frequency; heartbeat segmentation method; impedance cardiogram signals; moving power window; patient heartbeat shape; segmentation point synchronisation; unobtrusively acquired cardiovascular signals; Band pass filters; Fitting; Frequency estimation; Heart beat; Impedance; Wheelchairs; Ballistocardiogram; beat segmentation; impedance cardiogram; medical signals; sine wave fitting; wheelchairs;
fLanguage
English
Publisher
ieee
Conference_Titel
EUROCON - International Conference on Computer as a Tool (EUROCON), 2011 IEEE
Conference_Location
Lisbon
Print_ISBN
978-1-4244-7486-8
Type
conf
DOI
10.1109/EUROCON.2011.5929306
Filename
5929306
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