Eigenvector methods for analysis of human PPG, ECG and EEG signals

Ubeyli, E, Cvetkovic, D and Cosic, I 2007, 'Eigenvector methods for analysis of human PPG, ECG and EEG signals', in M. Akay, G. Delhomme and J. Rousseau (ed.) Proceedings of the 29th Annual International Conference of the IEEE EMBS, Lyon, France, 22-26 August 2007.


Document type: Conference Paper
Collection: Conference Papers

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Title Eigenvector methods for analysis of human PPG, ECG and EEG signals
Author(s) Ubeyli, E
Cvetkovic, D
Cosic, I
Year 2007
Conference name IEEE EMBS 2007
Conference location Lyon, France
Conference dates 22-26 August 2007
Proceedings title Proceedings of the 29th Annual International Conference of the IEEE EMBS
Editor(s) M. Akay
G. Delhomme
J. Rousseau
Publisher IEEE
Place of publication Lyon, France
Abstract This paper presents eigenvector methods for analysis of the photoplethysmogram (PPG), eigenvector methods for analysis of human PPG, ECG and EEG signals Electrocardiogram (ECG), electroencephalogram (EEG) signals recorded in order to examine the effects of pulsed electromagnetic field (PEMF) at extremely low frequency (ELF) upon the human electrophysiological signal behavior. The features representing the PPG, ECG, EEG signals were obtained by using the eigenvector methods. In addition to this, the problem of selecting relevant features among the features available for the purpose of discrimination of the signals was dealt with. Some conclusions were drawn concerning the efficiency of the eigenvector methods as a feature extraction method used for representing the signals under study.
Subjects Biomedical Engineering not elsewhere classified
Keyword(s) PPG
ECG
EEG
Eigenvector methods
DOI - identifier 10.1109/IEMBS.2007.4353036
Copyright notice ©2007 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
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