Wavelet packet transform for feature (WPE) extraction and SVM are used to identify awake or sleep based on EEG signal.
The experiment data is available in https://drive.google.com/open?id=1UI1xGbOMEwkVEt-DHt84jm8-VkK2mbF0.
The result of this experiment is presented as follow:
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Wavelet transform and SVM are used to identify awake or sleep based on EEG signal.