DocumentCode
2772605
Title
Fetal ECG representation using recurrence plot analysis
Author
Celik, Elif Tuba ; Hurezeanu, Bogdan ; Digulescu, Angela ; Mazilu, Madalina
Author_Institution
Polytech. Univ. of Bucharest, Bucharest, Romania
fYear
2012
fDate
17-19 Oct. 2012
Firstpage
1
Lastpage
4
Abstract
The field of electrocardiography (ECG) has been in existence for over a century, but the analysis of fetal ECGs is still in its infancy. This is, partly due to a lack of availability of elegant standard databases, partly due to the relatively low signal to noise ratio of the fetal ECG compared to maternal ECG. In this paper we applied recurrence plot analysis method for noninvasively recorded abdominal ECG. This method is based on the analysis of recurrences of the state space trajectory of the system under analysis that has been employed especially for studying chaotic dynamical systems like ECG signals. The method is successfully applied to reduce the effect of noise on the ECG signal and represent fetal component that is not completely hidden by the maternal ECG.
Keywords
chaos; electrocardiography; medical signal processing; nonlinear dynamical systems; obstetrics; signal denoising; abdominal ECG; chaotic dynamical systems; electrocardiography; fetal ECG representation; maternal ECG; recurrence plot analysis; Biomedical measurements; Electrocardiography; Filtering; Image reconstruction; Noise; Time series analysis; Trajectory; ECG signals; denoising; recurrence plot analysis; state space representation;
fLanguage
English
Publisher
ieee
Conference_Titel
Application of Information and Communication Technologies (AICT), 2012 6th International Conference on
Conference_Location
Tbilisi
Print_ISBN
978-1-4673-1739-9
Type
conf
DOI
10.1109/ICAICT.2012.6398488
Filename
6398488
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