Toward Improving Electrocardiogram (ECG) Biometric Verification using Mobile Sensors: A Two-Stage Classifier Approach

Toward Improving Electrocardiogram (ECG) Biometric Verification using Mobile Sensors: A Two-Stage Classifier Approach

Electrocardiogram (ECG) signals sensed from mobile devices pertain the potential for biometric identity recognition applicable in remote access control systems where enhanced data security is demanding. In this study, we propose a new algorithm that consists of a two-stage classifier combining rando...

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Bibliographic Details
Main Authors: Robin Tan, Marek Perkowski
Format: Article
Language:English
Published: MDPI AG 2017-02-01
Series:Sensors
Subjects:
electrocardiogram (ECG)
biometric recognition
random forest
wavelet distance measure
data security
Online Access:http://www.mdpi.com/1424-8220/17/2/410

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