Use of dry electrode electroencephalography (EEG) to monitor pilot workload and distraction based on P300 responses to an auditory oddball task

Gibson, Zara; Butterfield, Joseph; Roger, Matthew; Murphy, Brian; Marzano, Adelaide

Abstract

This study aims to examine whether dry electrode EEG can detect and show changes in the P300, in a movement and noise polluted flight simulator environment with a view to using it for workload and distraction monitoring. Twenty participants completed take-off, cruise and landing flight phases in a flight simulator alongside an auditory oddball task. Dry EEG sensors monitored the participants’ brain activity throughout the task and P300 responses were extracted from the resulting data. Results show that dry EEG can extract P300 responses as participants register oddball tone stimuli. The method can indicate workload for each condition based on the outputs from the EEG electrodes; landing (M = 287.5) and take-off (M = 484.6) procedures were more difficult than cruising (M = 636.6). With the differences between cruising and landing being statistically significant (p = .001). Outcomes correlate with participant NASA-TLX scores of workload that report landing to be the most difficult.

Citation

Gibson, Z., Butterfield, J., Roger, M., Murphy, B., & Marzano, A. (2018). Use of dry electrode electroencephalography (EEG) to monitor pilot workload and distraction based on P300 responses to an auditory oddball task. In Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2018 International Conference on Neuroergonomics and Cognitive Engineering, July 21–25, 2018, Loews Sapphire Falls Resort at Universal Studios, Orlando, Florida USA (14-26). https://doi.org/10.1007/978-3-319-94866-9_2

• Conference Name: AHFE 2018 International Conference on Neuroergonomics and Cognitive Engineering
• Conference Location: Orlando, Florida, USA
• Start Date: Jul 21, 2018
• End Date: Jul 25, 2018
• Online Publication Date: Jun 28, 2018
• Publication Date: 2018
• Deposit Date: Mar 23, 2023
• Publisher: Springer
• Pages: 14-26
• Series Title: Advances in Intelligent Systems and Computing
• Series Number: 775
• Book Title: Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2018 International Conference on Neuroergonomics and Cognitive Engineering, July 21–25, 2018, Loews Sapphire Falls Resort at Universal Studios, Orlando, Florida USA
• ISBN: 978-3-319-94865-2
• DOI: https://doi.org/10.1007/978-3-319-94866-9_2
• Keywords: Pain; Flight simulation; Workload; Dry EEG; Human Factors