Estimation of Heart Rate and Respiratory Rate from PPG Signal Using Complementary Ensemble Empirical Mode Decomposition with both Independent Component Analysis and Non-Negative Matrix Factorization

Estimation of Heart Rate and Respiratory Rate from PPG Signal Using Complementary Ensemble Empirical Mode Decomposition with both Independent Component Analysis and Non-Negative Matrix Factorization

This paper proposes a framework combining the complementary ensemble empirical mode decomposition with both the independent component analysis and the non-negative matrix factorization for estimating both the heart rate and the respiratory rate from the photoplethysmography (PPG) signal. After perfo...

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Bibliographic Details
Main Authors:	Ruisheng Lei, Bingo Wing-Kuen Ling, Peihua Feng, Jinrong Chen
Format:	Article
Language:	English
Published:	MDPI AG 2020-06-01
Series:	Sensors
Subjects:	photoplethysmography heart rate respiratory rate complementary ensemble empirical mode decomposition mode mixing independent component analysis
Online Access:	https://www.mdpi.com/1424-8220/20/11/3238

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