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

• 主要作者: Wei, Xu
• 其他作者: Huang Guangbin
• 格式: Final Year Project
• 語言: English
• 出版: 2016
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
• 在線閱讀: http://hdl.handle.net/10356/67945
• 機構: 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...