Measuring mental workload using physiological measures: A systematic review

RL Charles, J Nixon - Applied ergonomics, 2019 - Elsevier
Technological advances have led to physiological measurement being increasingly used to
measure and predict operator states. Mental workload (MWL) in particular has been …

A systematic review of physiological measures of mental workload

D Tao, H Tan, H Wang, X Zhang, X Qu… - International journal of …, 2019 - mdpi.com
Mental workload (MWL) can affect human performance and is considered critical in the
design and evaluation of complex human-machine systems. While numerous physiological …

Stress and workload assessment in aviation—a narrative review

G Masi, G Amprimo, C Ferraris, L Priano - Sensors, 2023 - mdpi.com
In aviation, any detail can have massive consequences. Among the potential sources of
failure, human error is still the most troublesome to handle. Therefore, research concerning …

Avionics human-machine interfaces and interactions for manned and unmanned aircraft

Y Lim, A Gardi, R Sabatini, S Ramasamy… - Progress in Aerospace …, 2018 - Elsevier
Technological advances in avionics systems and components have facilitated the
introduction of progressively more integrated and automated Human-Machine Interfaces …

Comparison of NASA-TLX scale, modified Cooper–Harper scale and mean inter-beat interval as measures of pilot mental workload during simulated flight tasks

H Mansikka, K Virtanen, D Harris - Ergonomics, 2019 - Taylor & Francis
The sensitivity of NASA-TLX scale, modified Cooper–Harper (MCH) scale and the mean
inter-beat interval (IBI) of successive heart beats, as measures of pilot mental workload …

Securing air transportation safety through identifying pilot's risky VFR flying behaviours: An EEG-based neurophysiological modelling using machine learning …

Q Li, KKH Ng, CY Yiu, X Yuan, CK So, CC Ho - Reliability Engineering & …, 2023 - Elsevier
Most general aviation accidents result from pilot errors while flying under visual flight rules
(VFR), many of which are linked to situation awareness prone to meteorological and …

[HTML][HTML] Using IoT devices for sensor-based monitoring of employees' mental workload: Investigating managers' expectations and concerns

S Pütz, V Rick, A Mertens, V Nitsch - Applied ergonomics, 2022 - Elsevier
Although the objective assessment of mental workload has been a focus of human factors
research, few studies have investigated stakeholders' attitudes towards its implementation in …

Evaluating mental workload during multitasking in simulated flight

W Li, R Li, X Xie, Y Chang - Brain and Behavior, 2022 - Wiley Online Library
Background Pilots must process multiple streams of information simultaneously. Mental
workload is one of the main issues in man–machine interactive mode when dealing with …

Machine learning-based approach for identifying mental workload of pilots

K Mohanavelu, S Poonguzhali, A Janani… - … Signal Processing and …, 2022 - Elsevier
In general, the fighter pilots are required to engage themselves entirely during flight
operations involved in air-to-air combat while in the cockpit of a fighter aircraft. The …

Detection of mental fatigue state using heart rate variability and eye metrics during simulated flight

H Qin, X Zhou, X Ou, Y Liu… - Human Factors and …, 2021 - Wiley Online Library
Pilot mental fatigue is a growing concern in the aviation field due to its significant
contributions to human errors and aviation accidents. Long work hours, sleep loss, circadian …