Real-Time Drowsiness Detection Using a Single-Channel EEG: An Applied Machine Learning Approach
Driver drowsiness is an important contributor to road accidents, but conventional multichannel electroencephalography (EEG) systems are difficult to deploy in everyday driving contexts. This study investigates whether band-power features obtained from a low-cost, single-channel commercial EEG device (NeuroSky MindWave...