EEG-based driver’s awareness/vigilance monitoring for future car design

• Main Author: Wei, Xu
• Other Authors: Huang Guangbin
• Format: Final Year Project
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
• Online Access: http://hdl.handle.net/10356/67945
• Institution: Nanyang Technological University

Driving with low vigilance becomes a significant factor for traffic accidents. Comparing with other resources, Electroencephalograph (EEG) provides direct and early measure to detect vigilance. Extreme Learning Machine (ELM) as a machine learning technique is used for efficient solutions to generali...