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.
Ruisheng LeiBingo Wing-Kuen LingPeihua FengJinrong ChenPublished in: Sensors (2020)
Keyphrases
- heart rate
- negative matrix factorization
- independent component analysis
- empirical mode decomposition
- principal component analysis
- blind source separation
- non stationary
- instantaneous frequency
- independent components
- heart rate variability
- signal processing
- blood pressure
- single channel
- document clustering
- dimensionality reduction
- feature extraction
- face recognition
- ecg signals
- sparse representation
- wavelet decomposition
- matrix factorization
- intrinsic mode functions
- low dimensional
- gradient method
- neural network
- multi band
- eeg signals
- eeg data
- frequency modulation
- document collections
- nearest neighbor
- multiresolution