DocumentCode :
1981068
Title :
Development of an ECG identification system
Author :
Kyoso, Masaki ; Uchiyama, Akihiko
Author_Institution :
Dept. of Inf. & Comput. Sci., Kanagawa Inst. of Technol., Japan
Volume :
4
fYear :
2001
fDate :
2001
Firstpage :
3721
Abstract :
The purpose of this paper is to present a new identification engine for an ECG identification system. The system identifies subjects based on a comparison of a patient´s ECG with previously registered ECG feature parameters. These feature parameters are sampled from the intervals and durations of the electrocardiographic waves extracted using characteristic points appearing on the waveform of the second order derivative and are identified using discriminant analysis. Suitable combinations of feature parameters are selected and the accuracy of the proposed technique verified using ECGs from nine normal subjects.
Keywords :
electrocardiography; feature extraction; medical signal processing; ECG identification system development; characteristic points; discriminant analysis; electrodiagnostics; feature parameter; normal subjects; patient´s ECG comparison; second order derivative; technique accuracy verification; Electrocardiography; Engines; Equations; Feature extraction; Parameter extraction; Patient monitoring; Performance analysis; Protection; Robustness; Telemedicine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1019645
Filename :
1019645
Link To Document :
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