Driver drowsiness detection based on classification of surface electromyography features in a driving simulator

• Published in: Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine p. 954411919831313
• Main Authors: Mahmoodi, Mohammad, Nahvi, Ali
• Format: Journal Article
• Language: English
• Published: England 01.04.2019
• Subjects: electromyography signal feature extraction; biomechanical testing/analysis; driver assistance system; driving simulator; Muscle biomechanics; driver drowsiness detection

Driver drowsiness is a significant cause of fatal crashes every year in the world. In this research, driver's drowsiness is detected by classifying surface electromyography signal features. The tests are conducted on 13 healthy subjects in a driving simulator with a monotonous route. The surfac...