Robust sleep apnea monitoring using heart rate variability and extended Kalman classification based on single lead ECG.
Vahid AsadpourReza Fazel-RezaiElahe AlibakhshianPublished in: EMBC (2013)
Keyphrases
- heart rate variability
- heart rate
- spectral analysis
- sleep apnea
- monitoring system
- sleep stage
- mit bih arrhythmia database
- decision trees
- extracted features
- classification algorithm
- ecg signals
- decision rules
- support vector machine svm
- classification accuracy
- training set
- support vector
- machine learning
- pattern classification
- image classification
- pattern recognition
- feature extraction
- feature selection