Cross-correlation of EEG frequency bands and heart rate variability for sleep apnoea classification.
Haslaile AbdullahNamunu C. MaddageIrena CosicDean CvetkovicPublished in: Medical Biol. Eng. Comput. (2010)
Keyphrases
- frequency band
- cross correlation
- heart rate variability
- sleep stage
- eeg signals
- frequency domain
- template matching
- high frequency
- subband
- pattern recognition
- low frequency
- spectral analysis
- heart rate
- classification accuracy
- frequency ranges
- signal processing
- machine learning
- machine learning algorithms
- classification algorithm
- transfer function
- feature vectors
- computational complexity
- high quality
- feature extraction
- sleep apnea
- bit rate
- filter bank
- image compression
- feature set
- multiresolution
- feature selection