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Classification of driver drowsiness level using wireless EEG
(Przegląd Elektrotechniczny, 2013)
In this work, wireless Electroencephalogram (EEG) signals are used to classify the driver drowsiness levels (neutral, drowsy, high drowsy and sleep stage1) based on Discrete Wavelet Packet Transform (DWPT). Two statistical ...
Subtractive fuzzy classifier based driver drowsiness levels classification using EEG
(IEEE Conference Publications, 2013-04)
Driver drowsiness is one of the major causes for several road accidents over the world. In this study, Electroencephalogram (EEG) signals were acquired using 14 electrodes from 50 subjects. All the electrodes are placed ...