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ECG analysis: a new approach in human identification
Örebro University, Department of Technology.
Örebro University, Department of Technology.
Örebro University, Department of Technology.
Örebro University, Department of Technology.
2001 (English)Manuscript (preprint) (Other academic)
Abstract [en]

In this paper a new approach in human identification is investigated, For this purpose, a standard 12-lead electrocardiogram (ECG) recorded during rest is used. Selected features extracted from the ECG are used to identify a person in a predetermined group. Multivariate analysis is used for the identification task. Experiments show that it is possible to identify a person by features extracted from one lead only. Hence, only three electrodes have to be attached on the person to be identified. This makes the method applicable without too much effort.

Place, publisher, year, edition, pages
2001. Vol. 50, no 3, p. 808-812
Keywords [en]
data fusion, electrocardiogram (ECG), feature extraction, human identification, multivariate analysis
National Category
Computer Sciences
Research subject
Computer and Systems Science
Identifiers
URN: urn:nbn:se:oru:diva-16067ISI: 000169439600022OAI: oai:DiVA.org:oru-16067DiVA, id: diva2:425804
Available from: 2011-06-22 Created: 2011-06-22 Last updated: 2018-01-12Bibliographically approved
In thesis
1. Modeling of perceptual systems: a sensor fusion model with active perception
Open this publication in new window or tab >>Modeling of perceptual systems: a sensor fusion model with active perception
2002 (English)Licentiate thesis, comprehensive summary (Other academic)
Place, publisher, year, edition, pages
Örebro: Örebro universitetsbibliotek, 2002. p. 48
Series
Örebro Studies in Technology, ISSN 1650-8580 ; 6
National Category
Computer Sciences
Research subject
Computer and Systems Science
Identifiers
urn:nbn:se:oru:diva-4244 (URN)91-7668-320-6 (ISBN)
Available from: 2007-07-08 Created: 2007-07-08 Last updated: 2018-01-13Bibliographically approved

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Pettersson, OlaPhilipson, LennartWide, Peter

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf