A Fetal Electrocardiogram Signal Extraction Algorithm Based on the Temporal Structure and the Non-Gaussianity
Joint Authors
Li, Yi-bing
Ye, Fang
Li, Ao
Nie, Wei
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-01-26
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Fetal electrocardiogram (FECG) extraction is an important issue in biomedical signal processing.
In this paper, we develop an objective function for extraction of FECG.
The objective function is based on the non-Gaussianity and the temporal structure of source signals.
Maximizing the objective function, we can extract the desired FECG.
Combining with the solution vector obtained by maximizing the objective function, we further improve the accuracy of the extracted FECG.
In addition, the feasibility of the innovative methods is analyzed by mathematical derivation theoretically and the efficiency of the proposed approaches is illustrated with the computer simulations experimentally.
American Psychological Association (APA)
Li, Yi-bing& Nie, Wei& Ye, Fang& Li, Ao. 2016. A Fetal Electrocardiogram Signal Extraction Algorithm Based on the Temporal Structure and the Non-Gaussianity. Computational and Mathematical Methods in Medicine،Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1100243
Modern Language Association (MLA)
Li, Yi-bing…[et al.]. A Fetal Electrocardiogram Signal Extraction Algorithm Based on the Temporal Structure and the Non-Gaussianity. Computational and Mathematical Methods in Medicine No. 2016 (2016), pp.1-10.
https://search.emarefa.net/detail/BIM-1100243
American Medical Association (AMA)
Li, Yi-bing& Nie, Wei& Ye, Fang& Li, Ao. A Fetal Electrocardiogram Signal Extraction Algorithm Based on the Temporal Structure and the Non-Gaussianity. Computational and Mathematical Methods in Medicine. 2016. Vol. 2016, no. 2016, pp.1-10.
https://search.emarefa.net/detail/BIM-1100243
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1100243