Adaptive feature extractions in an EEG-based alertness estimation system

• Published in: 2005 IEEE International Conference on Systems, Man and Cybernetics Vol. 3; pp. 2096 - 2101 Vol. 3
• Main Authors: Chin-Teng Lin, Wen-Hung Chao, Yu-Chieh Chen, Sheng-Fu Liang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Adaptive feature selection; Automatic control; Cognition; correlation analysis; EEG; Feature extraction; Frequency estimation; Independent component analysis; Linear regression; neural fuzzy network; Security; Time frequency analysis; Vehicle safety; virtual reality; Wheels

During the past years, the public security has become an important issue, especially, the safe manipulation and control of various vehicles. Maintaining high cognition is particularly important for the drivers behind the steering wheel. It requires an optimal estimation system to online continuously...