The Identification of ECG Signals Using WT-UKF and IPSO-SVM

The Identification of ECG Signals Using WT-UKF and IPSO-SVM

The biometric identification method is a current research hotspot in the pattern recognition field. Due to the advantages of electrocardiogram (ECG) signals, which are difficult to replicate and easy to obtain, ECG-based identity identification has become a new direction in biometric recognition res...

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Bibliographic Details
Main Authors: Ning Li, Longhui Zhu, Wentao Ma, Yelin Wang, Fuxing He, Aixiang Zheng, Xiaoping Zhang
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Sensors
Subjects:
electrocardiogram identification
wavelet transform
unscented Kalman filter
parameter optimization
improved particle swarm optimization
support vector machine
Online Access:https://www.mdpi.com/1424-8220/22/5/1962

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https://www.mdpi.com/1424-8220/22/5/1962

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