Identification of flight task using ensemble empirical mode decomposition based analysis method

被引:0
作者
Yu, Biting [1 ]
Jia, Bo [1 ]
Wu, Qi [1 ]
Lu, Yanyu [1 ]
Huang, Dan [1 ]
Fu, Shan [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Aeronaut & Astronaut, Shanghai 200030, Peoples R China
来源
2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS) | 2015年
关键词
Flight task; ensemble empirical mode decomposition; pupil diameter; ratio of high to low frequency wavelet coefficients energy; TIME-SERIES;
D O I
暂无
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 analyse the difficulty of flight tasks, a novel method was presented in this paper using pupil diameter of pilots. The proposed method integrated ensemble empirical mode decomposition ( EEMD) and ratio of high to low frequency wavelet coefficients energy to identify pupil data under different tasks from 5 crews. Compared to the extraction method using wavelet energy entropy, the proposed method got more obvious difference between manual departure and standard instrument departure. The results indicated that the difficulty of flight tasks could be distinguished by pupil diameter of pilots.
引用
收藏
页码:375 / 379
页数:5
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