A Sleep Stage Classification Method via Combination of Time and Frequency Domain Features based on Single-Channel EEG.
Caihong ZhaoWenpeng NengPublished in: ISPA/BDCloud/SocialCom/SustainCom (2021)
Keyphrases
- single channel
- classification method
- frequency domain
- multi channel
- feature extraction
- fourier transform
- spatial domain
- knn
- sleep stage
- support vector machine svm
- text classification
- subband
- classification algorithm
- k nearest neighbor
- independent component analysis
- support vector machine
- feature vectors
- denoising
- high resolution
- image processing
- support vector
- training data
- wavelet decomposition
- eeg signals
- heart rate
- similarity measure
- clustering algorithm