ICA-Derived EEG Correlates to Mental Fatigue, Effort, and Workload in a Realistically Simulated Air Traffic Control Task

• Published in: Frontiers in neuroscience Vol. 11; p. 297
• Main Authors: Dasari, Deepika, Shou, Guofa, Ding, Lei
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Research Foundation 30.05.2017; Frontiers Media S.A
• Subjects: Air traffic control; Aircraft; Cognitive ability; cognitive factors; Conduction; EEG; Electroencephalography; Fatigue; Human performance; ICA; Information processing; Interfaces; mental effort; mental workload; Neuroscience; Principal components analysis; Studies; time-on-task effect; Visual perception; Workloads; United States > US; mental effort; time-on-task effect; EEG; ICA; mental workload; cognitive factors

Electroencephalograph (EEG) has been increasingly studied to identify distinct mental factors when persons perform cognitively demanding tasks. However, most of these studies examined EEG correlates at channel domain, which suffers the limitation that EEG signals are the mixture of multiple underlyi...