Real-time EEG-based detection of fatigue driving danger for accident prediction

• Published in: International journal of neural systems Vol. 25; no. 2; p. 1550002
• Main Authors: Wang, Hong, Zhang, Chi, Shi, Tianwei, Wang, Fuwang, Ma, Shujun
• Format: Journal Article
• Language: English
• Published: Singapore 01.03.2015
• Subjects: Accidents; Algorithms; Automobile Driving; Brain; Electroencephalography; Fatigue - complications; Fatigue - physiopathology; Humans; Nerve Net - physiopathology; global synchronization energy; Driver fatigue; pulse coupled neural network; fatigue convergence; EEG; functional brain networks

This paper proposes a real-time electroencephalogram (EEG)-based detection method of the potential danger during fatigue driving. To determine driver fatigue in real time, wavelet entropy with a sliding window and pulse coupled neural network (PCNN) were used to process the EEG signals in the visual...