Comparison study of potential workload index in a simulated multiple-UAV operation environment

Hyung-Jin Lim, Seong-Hwan Choi, Jangjin Oh, Seongyoung Kim, Jiwon Lee, Byoung-Soo Kim, Seungkeun Kim, J. H. Yang
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Abstract

This study presents the results of a preliminary experiment comparing physiological metrics and task performance between different workload conditions of operating multiple UAVs. With the development of UAV automation technology, one operator is able to supervisory-control multiple-UAVs. However, as the number of UAVs assigned increases, the amount of information involved is also expected to increase, intensifying the workload for the operator and potentially reducing UAV control performance. Thus, this study compares potential metrics to assess the different levels of workload conditions based on human-in-the-loop experiments. The results indicate statistically significant differences between high-vs. low-workload conditions in eye-tracking data and heart rate data. Future research will build an on-line workload metrics based on this study's comparative results.
模拟多无人机作战环境下潜在工作量指标的比较研究
本文介绍了一项初步实验的结果,比较了不同工作负载条件下操作多架无人机的生理指标和任务性能。随着无人机自动化技术的发展,一名操作人员可以对多架无人机进行监督控制。然而,随着分配的无人机数量的增加,所涉及的信息量也将增加,这加大了操作员的工作量,并可能降低无人机的控制性能。因此,本研究比较了基于人在循环实验的潜在指标,以评估不同水平的工作负载条件。结果表明,高vs之间存在统计学上的显著差异。眼动数据和心率数据中的低负荷条件。未来的研究将基于本研究的比较结果建立一个在线工作量指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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