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Detection of Pilot’s Mental Workload Using a Wireless EEG Headset in Airfield Traffic Pattern Tasks

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1988Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research15,045 cited
2012Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness1,348 cited
2015How High is High? A Meta-Analysis of NASA-TLX Global Workload Scores470 cited
2020A Neuroergonomics Approach to Mental Workload, Engagement and Human Performance253 cited
2009The influence of performance feedback on goal-setting and mental effort regulation155 cited
2018Comparison of NASA-TLX scale, modified Cooper–Harper scale and mean inter-beat interval as measures of pilot mental workload during simulated flight tasks119 cited
2020A user-centric design approach for smart product-service systems using virtual reality: A case study114 cited
2023Using machine learning methods and EEG to discriminate aircraft pilot cognitive workload during flight113 cited
2017Human Factors and Neurophysiological Metrics in Air Traffic Control: A Critical Review108 cited
2022Recognising situation awareness associated with different workloads using EEG and eye-tracking features in air traffic control tasks106 cited
2019Consumer Grade Brain Sensing for Emotion Recognition79 cited
2019The effects of dynamic workload and experience on commercially available EEG cognitive state metrics in a high-fidelity air traffic control environment66 cited
2022Towards safe and collaborative aerodrome operations: Assessing shared situational awareness for adverse weather detection with EEG-enabled Bayesian neural networks

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