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

• المؤلف الرئيسي: Wei, Xu
• مؤلفون آخرون: Huang Guangbin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2016
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/67945
• المؤسسة: 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...