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Cognitive Workload Analysis of Fighter Aircraft Pilots in Flight Simulator Environment

机译:飞行模拟器环境中战斗机飞行员的认知工作量分析

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Maintaining and balancing an optimal level of workload is essential for completing the task productively. Fighter aircraft is one such example, where the pilot is loaded heavily both physically (due to G manoeuvering) and cognitively (handling multiple sensors, perceiving, processing and multi-tasking including communications and handling weapons) to fulfill the combat mission requirements. This cognitive demand needs to be analysed to understand the workload of fighter pilot. Objective of this study is to analyse dynamic workload of fighter pilots in a realistic high-fidelity flight simulator environment during different flying workload conditions. The various workload conditions are (a) normal visibility, (b) low visibility, (c) normal visibility with secondary task, and (d) low visibility with secondary task. Though, pilot’s flying performance score was good, the physiological measure like heart rate variability (HRV) features and subjective assessment (NASA-TLX) components are found to be statistically significant (p0.05) between tasks. HRV features such as SD2, SDNN, VLF and total power are found to be significant at all task load conditions. The features LFnu and HFnu are able to differentiate the effect of low visibility and secondary cognitive task, which was imposed as increased task in this study. This result benefits to understand the pilot’s task and performance at each flying phase and their cognitive demands during dynamic workload using HRV, which could assist pilot’s training schedule in optimal way on simulators as well as in actual flight conditions.
机译:维护和平衡最佳工作量水平对于高效地完成任务至关重要。战斗机是一个这样的示例,其中导频在物理上(由于G Manoeuvering)负载,并且认知(处理多个传感器,感知,处理和多任务,包括通信和处理武器)以满足战斗任务要求。需要分析这种认知需求以了解战斗机飞行员的工作量。本研究的目的是在不同的飞行工作量条件下分析一个现实的高保真飞行模拟器环境中的战斗机飞行员的动态工作量。各种工作负载条件(a)正常可见性,(b)低可见性,(c)与二级任务的正常可见性,(d)与二级任务的可见性低。虽然,试点的飞行性能评分良好,但心率变异性(HRV)特征和主观评估(NASA-TLX)组分的生理测量被发现在任务之间存在统计学意义(P <0.05)。在所有任务负载条件下,发现SD2,SDNN,VLF和总功率等HRV功能在所有任务负载条件下都很重要。 LFNU和HFNU的特征能够区分低可见性和二级认知任务的影响,这在本研究中施加了施加的任务。这结果利用HRV在动态工作量期间了解飞行员的任务和性能以及它们在使用HRV的动态工作量期间的认知需求,这可以帮助飞行员在模拟器和实际飞行条件下最佳的培训计划。

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