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

Internet

https://www.mdpi.com/1424-8220/20/11/3238

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