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Dynamic prediction model of situation awareness in flight simulation

  • Chuanyan Feng
  • , Xiaoru Wanyan*
  • , Shuang Liu
  • , Damin Zhuang
  • , Xu Wu
  • *此作品的通讯作者
  • Beihang University
  • China Institute of Marine Technology and Economy
  • AVIC China Aero-poly Technology Establishment

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Dynamic prediction for pilot situation awareness (SA) is an important issue in aviation safety. This paper presents a dynamic prediction model on the basis of the progressive triggering relationship between low and high-level SA. Six typical cognitive status (“Unnoticed”, “Attention of situation element (SE) but not reaching perception”, “Perception of SE”, “Perception but not matching the best rule”, “Triggering of the best rule” and “Decision making and operation”) were proposed for the description of the cognitive process of SE. Eighteen participants were selected to conduct the flight simulation tasks, and the situation awareness global assessment technique (SAGAT) method was adopted to measure the performance data (including accuracy and response time) at 13 typical time points. Statistical analysis showed that the theoretical value of the proposed SA dynamic prediction model was significantly correlated with accuracy and response time, which validated the model in the flight simulation environment preliminary. The proposed SA dynamic model in flight scenarios can give some references for cockpit’s human-computer interface design and flight tasks optimization assignment.

源语言英语
主期刊名Engineering Psychology and Cognitive Ergonomics - 15th International Conference, EPCE 2018, Held as Part of HCI International 2018, Proceedings
编辑Don Harris
出版商Springer Verlag
115-126
页数12
ISBN(印刷版)9783319911212
DOI
出版状态已出版 - 2018
活动15th International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2018 Held as Part of HCI International 2018 - Las Vegas, 美国
期限: 15 7月 201820 7月 2018

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
10906 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议15th International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2018 Held as Part of HCI International 2018
国家/地区美国
Las Vegas
时期15/07/1820/07/18

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