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飞机驾驶舱显示界面脑力负荷判别预测生理模型

陆崑 卫宗敏 庄达民 完颜笑如

陆崑, 卫宗敏, 庄达民, 等 . 飞机驾驶舱显示界面脑力负荷判别预测生理模型[J]. 北京航空航天大学学报, 2016, 42(4): 685-693. doi: 10.13700/j.bh.1001-5965.2015.0254
引用本文: 陆崑, 卫宗敏, 庄达民, 等 . 飞机驾驶舱显示界面脑力负荷判别预测生理模型[J]. 北京航空航天大学学报, 2016, 42(4): 685-693. doi: 10.13700/j.bh.1001-5965.2015.0254
LU Kun, WEI Zongmin, ZHUANG Damin, et al. Integrated physiological model for mental workload assessment and prediction of aircraft flight deck display interface[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(4): 685-693. doi: 10.13700/j.bh.1001-5965.2015.0254(in Chinese)
Citation: LU Kun, WEI Zongmin, ZHUANG Damin, et al. Integrated physiological model for mental workload assessment and prediction of aircraft flight deck display interface[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(4): 685-693. doi: 10.13700/j.bh.1001-5965.2015.0254(in Chinese)

飞机驾驶舱显示界面脑力负荷判别预测生理模型

doi: 10.13700/j.bh.1001-5965.2015.0254
基金项目: 国家“973”计划(2010CB734104);民航安全能力建设资金(MHRD20141010)
详细信息
    作者简介:

    陆崑 男,硕士,副教授。主要研究方向:航空器适航审定技术。 Tel.: 010-58250631 E-mail: lukun@camic.cn;卫宗敏 男,博士,讲师。主要研究方向:航空事故分析方法、适航审定技术与管理、人机工效学。 Tel.: 010-58250631 E-mail: weizongmin8411@163.com

    通讯作者:

    卫宗敏, Tel.: 010-58250631 E-mail: weizongmin8411@163.com

  • 中图分类号: V857.1;B842.1

Integrated physiological model for mental workload assessment and prediction of aircraft flight deck display interface

Funds: Basic Research Program of China (2010CB734104);Civil Aviation Security Capacity Building Funds (MHRD20141010)
  • 摘要: 针对飞机驾驶舱显示界面脑力负荷的客观判别预测问题,综合采用事件相关电位(ERP)、心电图(ECG)和眼电图(EOG)3类生理测量技术,结合主观测评法和绩效测评法,在同一飞行实验任务中开展脑力负荷的实验测量与数学建模研究。实验结果表明:随着脑力负荷的增加,ERP测量技术中的失匹配负波(MMN)成分的峰值幅度(在Fz电极处)显著增加,P3a成分的峰值(在Fz电极处)显著降低;ECG测量技术中的心率变异性指标全部窦性心搏RR间期(简称RR间期)的标准差(SDNN)的数值显著降低;EOG测量技术中的眨眼次数显著降低。在此基础上,基于Bayes判别方法构建了脑力负荷判别预测生理综合评估模型,并将生理综合评估模型判别结果与NASA任务负荷指数(NASA_TLX)量表判别结果进行了比较,生理综合评估模型判别结果略高于NASA_TLX判别结果。该模型为飞机驾驶舱显示界面脑力负荷状态的客观、实时判定和预测提供了一种新的方法,同时也为中国正在研发的新型战斗机和大型客机驾驶舱显示界面中的人为因素适航审定工作提供了新的符合性验证工具。

     

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出版历程
  • 收稿日期:  2015-04-24
  • 修回日期:  2015-05-29
  • 网络出版日期:  2016-04-20

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