Robust sleep stage classification with single-channel EEG signals using multimodal decomposition and HMM-based refinement.
Dihong JiangYa-nan LuYu MaYuanyuan WangPublished in: Expert Syst. Appl. (2019)
Keyphrases
- eeg signals
- sleep stage
- single channel
- brain activity
- signal processing
- motor imagery
- brain computer interface
- multi channel
- eeg data
- sleep apnea
- extracted features
- hidden markov models
- machine learning
- feature vectors
- noisy environments
- independent component analysis
- classification accuracy
- pattern recognition
- image segmentation