Study on How Expert and Novice Pilots Can Distribute Their Visual Attention to Improve Flight Performance

被引:18
|
作者
Jin, Huibin [1 ]
Hu, Zhanyao [2 ]
Li, Kun [3 ]
Chu, Mingjian [4 ]
Zou, Guoliang [5 ]
Yu, Guihua [6 ]
Zhang, Jianlei [7 ]
机构
[1] Civil Aviat Univ China, Gen Aviat Coll, Tianjin 300300, Peoples R China
[2] Civil Aviat Univ China, Flight Acad, Tianjin 300300, Peoples R China
[3] Hebei Univ Technol, Sch Civil & Transportat Engn, Tianjin 300401, Peoples R China
[4] Civil Aviat Univ China, Sino European Inst Aviat Engn, Tianjin 300300, Peoples R China
[5] Civil Aviat Adm China, Air Traff Management Regulat Off, Beijing 10071, Peoples R China
[6] Commercial Aircraft Corp China Ltd, Civil Aircraft Flight Test Ctr, Shanghai 200050, Peoples R China
[7] Nankai Univ, Coll Artificial Intelligence, Tianjin 300350, Peoples R China
关键词
Visualization; Safety; Instruments; Aircraft; Task analysis; Resource management; Indexes; Attention distribution; flight performance; areas of interest; gaze duration; air traffic safety; eye movement; EYE-MOVEMENTS; STRATEGIES; AWARENESS; TRACKING; GAZE;
D O I
10.1109/ACCESS.2021.3066880
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To explore how pilots' distribution of visual attention affects flight performance, twenty male pilots (novices and experts with 407 +/- 11.3 h and 4127 +/- 77 h of flight experience, respectively) were enlisted to complete the instrument holding pattern and approach procedure on the DA-42 simulator. The distribution of visual attention was based on eye movement data recorded during the flight to investigate how pilots scan the flight instrument panel, which was divided into six areas of interest (AOIs). To evaluate the pilots' flight performance an expert scoring method was used. During the outbound-leg stage, experts paid significantly more visual attention to the airspeed indicator, altimeter and reference system, whereas for the approach phase, they devoted more attention to the airspeed indicator, altimeter and vertical speed indicator. Results showed that experts' proportions of gaze duration on different AOIs contributed to their better performance. An effective visual attention model can be developed on this study to improve air traffic safety.
引用
收藏
页码:44757 / 44769
页数:13
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