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UNF Graduate Theses and Dissertations
Academic -- UNF -- Computing; Brain-Computer Interfaces; EEGs; Fatigue
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Assessing Ratio-Based Fatigue Indexes Using A Single Channel Eeg, Lucas B. Coffey
Assessing Ratio-Based Fatigue Indexes Using A Single Channel Eeg, Lucas B. Coffey
UNF Graduate Theses and Dissertations
Driver fatigue is a state of reduced mental alertness which impairs the performance of a range of cognitive and psychomotor tasks, including driving. According to the National Highway Traffic Safety Administration, driver fatigue was responsible for 72,000 accidents that lead to more than 800 deaths in 2015. A reliable method of driver fatigue detection is needed to prevent such accidents. There has been a great deal of research into studying driver fatigue via electroencephalography (EEG) to analyze brain wave data. These research works have produced three competing EEG data-based ratios that have the potential to detect driver fatigue.
Research has …