A Human ECG Identification System Based on Ensemble Empirical Mode Decomposition

• Published in: Sensors (Basel, Switzerland) Vol. 13; no. 5; pp. 6832 - 6864
• Main Authors: Zhao, Zhidong, Yang, Lei, Chen, Diandian, Luo, Yi
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 22.05.2013; Molecular Diversity Preservation International (MDPI)
• Subjects: Accuracy; Algorithms; Biometric identification; Biometrics; Discriminant analysis; ECG Identification System; Electrocardiography; ensemble empirical mode decomposition; Fourier Analysis; Heart rate; Heart Rate - physiology; Humans; Identification systems; Just noticeable difference; k-nearest neighbors; Neural networks; Physiology; Principal components analysis; Sensors; Signal Processing, Computer-Assisted; Time Factors; China
• ISSN: 1424-8220; 1424-8220
• DOI: 10.3390/s130506832

In this paper, a human electrocardiogram (ECG) identification system based on ensemble empirical mode decomposition (EEMD) is designed. A robust preprocessing method comprising noise elimination, heartbeat normalization and quality measurement is proposed to eliminate the effects of noise and heart...