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This book gives the comprehensive review of the existing drowsiness detection techniques and provides the gaps, and addresses them by dynamic analysis of Oculomotor system. Modeling of Oculomotor system is achieved by the EOG (Electrooculogram) signal processing in correlation with the EEG signals acquired under Active and drowsiness conditions.