SVM-Based Spectral Analysis for Heart Rate from Multi-Channel WPPG Sensor Signals

SVM-Based Spectral Analysis for Heart Rate from Multi-Channel WPPG Sensor Signals

Although wrist-type photoplethysmographic (hereafter referred to as WPPG) sensor signals can measure heart rate quite conveniently, the subjects’ hand movements can cause strong motion artifacts, and then the motion artifacts will heavily contaminate WPPG signals. Hence, it is challenging for us to...

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Bibliographic Details
Main Authors: Jiping Xiong, Lisang Cai, Fei Wang, Xiaowei He
Format: Article
Language:English
Published: MDPI AG 2017-03-01
Series:Sensors
Subjects:
adaptive filter
compressive sensing
heart rate estimation
wrist-type photoplethysmography (WPPG)
principle component analysis (PCA)
support vector machine (SVM)
Online Access:http://www.mdpi.com/1424-8220/17/3/506

Internet

http://www.mdpi.com/1424-8220/17/3/506

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