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Human Identification Using One Lead ECG Signal

Authors :
Cheng Zhe Xu
Yong Gao Jin
Source :
Advanced Materials Research. 711:670-673
Publication Year :
2013
Publisher :
Trans Tech Publications, Ltd., 2013.

Abstract

This paper presents a new method for human identification using one lead ECG signal. First, preprocessing technique is used to perform the denoising. Then, QRS detection, modified HOAC, and DCT are utilized to extract features from preprocessed data. Finally, 1-nn classifier is used to classify the extracted features. The experimental result based on the proposed method shows the good performance in human identification.

Details

ISSN :
16628985
Volume :
711
Database :
OpenAIRE
Journal :
Advanced Materials Research
Accession number :
edsair.doi...........94fd703c41740624d491faafdcbd4741