基于NNI注视指数的塔台管制员情景意识研究
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中国民航大学飞行技术学院,中国民航大学飞行技术学院,中国民航大学飞行技术学院,中国民航大学飞行技术学院

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V355

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国家自然科学基金项目(面上项目,重点项目,重大项目)(U1333112);中国民航局安全能力专项资金(TMSA1434/1);中央高校基本科研业务费专项资金(3122014B007)


Study of tower controllers’ situation awareness based on NNI fixation index
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    摘要:

    为研究塔台管制员在任务不同阶段的注视模式与情景意识(Situation Awareness,SA)的关系,搭建模拟塔台管制的眼动试验平台,设计3组不同难度的试验,用NASA-TLX量表评估被试的任务负荷,利用方差分析方法验证试验难度设计的合理性;利用3D-SART量表评估被试的SA水平,利用NNI算法分别计算和识别试验前期和后期被试的注视模式,并结合操作绩效,分析不同任务难度下管制员前期和后期的NNI注视指数与SA的关系。结果表明,被试在试验后期的NNI注视指数受试验难度的影响更为显著,且试验后期NNI注视模式呈离散型分布的被试具有更高的SA水平和操作绩效。

    Abstract:

    To study the relationship between the tower controller’s SA and their fixation mode at different stages of the task, an eye-tracking experiment platform to simulate the tower control was built. Three group experiments of varying task difficulty were designed, and NASA-TLX scale was utilized to evaluate the subjects’ workload. Through variance analysis, the result showed that the experiments designed were validated be reasonable. 3D-SART scale was utilized to evaluate the subjects’ SA, and NNI algorithm was utilized to calculate and identify the subjects’ fixation mode at pre- and post- experiment stage. Combined with operation performance, the relationship analysis of pre-and post-NNI fixation index and SA under different task difficulty were carried out. Results reveal that post-NNI fixation index was affected more significantly by varying experiment difficulty, and the subjects whose post-NNI fixation index showed a discrete distribution have higher levels of SA and better operational performance.

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靳慧斌,刘亚威,刘文辉,等. 基于NNI注视指数的塔台管制员情景意识研究[J]. 科学技术与工程, 2016, 16(31): .
jinhuibin, liuyawei, liuwenhui, et al. Study of tower controllers’ situation awareness based on NNI fixation index[J]. Science Technology and Engineering,2016,16(31).

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  • 收稿日期:2016-06-21
  • 最后修改日期:2016-10-28
  • 录用日期:2016-08-10
  • 在线发布日期: 2016-11-09
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