Xiaoya FAN
讲师 Supervisor of Master's Candidates
Main positions:无
Gender:Female
Date of Birth:1990-11-06
Alma Mater:Université libre de Bruxelles
Degree:Doctoral Degree
School/Department:School of Software
Discipline:Software Engineering
Business Address:开发区校区综合楼217
Contact Information:0411-62274513
E-Mail:xiaoyafan@dlut.edu.cn
Hits:
Indexed by:Journal Papers
Date of Publication:2020-01-01
Journal:IEEE ACCESS
Included Journals:SCIE
Volume:8
Page Number:140654-140660
ISSN No.:2169-3536
Key Words:Cognition; Information processing; Electroencephalography; Visualization; Functional magnetic resonance imaging; Accidents; Training; Cognition; EEG; perception; spatial disorientation
Abstract:Spatial disorientation (SD) is the pilot's wrong judgment of flight altitude, position, and motion in three-dimensional space during flight. SD is among the significant causes of flight accidents that seriously affect flight safety. Unrecognized SD causes most of these accidents. In this study, we analyzed the mechanism of unrecognized SD based on the brain's perceptual process. According to the process of sensation and perception, we put forth a new hypothesis of a classification method for unrecognized SD: unrecognized SD might be subdivided into insensate SD, unperceived SD, and perceived SD. There might be some meaningful differences in brain activity in EEG signals or fMRI between unperceived SD and perceived SD. The classification method in this study was proposed based on some related research reports and provided new ideas and methods for scholars to study unrecognized SD. If the hypothesis can be proved, it will provide a basis for scholars learning the mechanism of unrecognized SD and subsequently putting forward countermeasures in SD training. Moreover, as a consequence, the subdivision will contribute to pilot selection, and some specialized SD training for countermeasures could be put forward to reduce aircraft accidents.
范晓娅,大连理工大学软件学院讲师。2011年本科毕业于大连理工大学电信学院,保送至北京航空航天大学攻读硕士学位,2014年硕士毕业后获国家留学基金委资助前往布鲁塞尔自由大学(Université Libre de Bruxelles)工学院BEAMS组(Bio- Electro- And Mechanical Systems)攻读博士学位,于2018年12月获得工程与技术科学博士学位。主要从事人工智能与脑科学的交叉研究以及大脑信号处理与挖掘。基于SPM发布脑电信号处理软件工具包一个,主持国家自然科学基金青年项目1项,大连理工大学中央高校基本科研业务费交叉探索专题1项,在领域知名SCI检索期刊及MICCAI、BIBM、Briefings in Bioinformatics、ICME及ICASSP等领域顶会发表论文二十余篇,授权国家发明专利3项。大连理工大学星海骨干。
师生关系:亦师亦友、合作共赢、轻松愉快
社恐社牛和谐共处
能提供给你:
1. 充分的尊重和自由发挥空间;
2. 及时的指导和建议(科研and生活);
3. 严谨的科学作风和科学精神(严肃脸);
4. 广泛的国内外合作交流途径;
期待带你走进有趣的医学/生物AI前沿世界。
希望你:
1. 能学能玩、幽默开朗、积极乐观、从容淡定;
2. 诚实守信、认真负责、踏实肯干、勤学好问;
3. 保持好奇、勇于探索;
4. 一些些数学、一些些coding和英语(现学也成)。
研究方向一:AI for brain
研究方向二:AI for biology