An exploratory study of pilot EEG features during the climb and descent phases of flight.

Biomedizinische Technik. Biomedical engineering Pub Date : 2024-12-31 Print Date: 2025-06-26 DOI:10.1515/bmt-2024-0412
Li Ji, Leiye Yi, Haiwei Li, Wenjie Han, Ningning Zhang
{"title":"An exploratory study of pilot EEG features during the climb and descent phases of flight.","authors":"Li Ji, Leiye Yi, Haiwei Li, Wenjie Han, Ningning Zhang","doi":"10.1515/bmt-2024-0412","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>The actions and decisions of pilots are directly related to aviation safety. Therefore, understanding the neurological and cognitive processes of pilots during flight is essential. This study aims to investigate the EEG signals of pilots to understand the characteristic changes during the climb and descent stages of flight.</p><p><strong>Methods: </strong>By performing wavelet packet decomposition on the EEG signals, we examined EEG maps during these critical phases and analyzed changes in signal intensity. To delve deeper, we calculated the log-transformed power of electroencephalograms to investigate the EEG responses under different flight conditions. Additionally, we conducted EEG spectral coherence analysis to evaluate the degree of synchronization between different electrodes during climb and descent.</p><p><strong>Results: </strong>This analysis helps us understand the functional connectivity changes in various brain regions during these phases. Understanding these complex interactions is crucial, as it provides insights into the cognitive processes of pilots during the critical climb and descent stages of flight, contributing to enhanced aviation safety.</p><p><strong>Conclusions: </strong>By identifying how brain activity fluctuates during these phases, we can better comprehend pilots' decision-making processes, ultimately leading to the development of more effective training programs and safety protocols. This research underscores the importance of neurological studies in safety.</p>","PeriodicalId":93905,"journal":{"name":"Biomedizinische Technik. Biomedical engineering","volume":" ","pages":"195-206"},"PeriodicalIF":0.0000,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biomedizinische Technik. Biomedical engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1515/bmt-2024-0412","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/26 0:00:00","PubModel":"Print","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives: The actions and decisions of pilots are directly related to aviation safety. Therefore, understanding the neurological and cognitive processes of pilots during flight is essential. This study aims to investigate the EEG signals of pilots to understand the characteristic changes during the climb and descent stages of flight.

Methods: By performing wavelet packet decomposition on the EEG signals, we examined EEG maps during these critical phases and analyzed changes in signal intensity. To delve deeper, we calculated the log-transformed power of electroencephalograms to investigate the EEG responses under different flight conditions. Additionally, we conducted EEG spectral coherence analysis to evaluate the degree of synchronization between different electrodes during climb and descent.

Results: This analysis helps us understand the functional connectivity changes in various brain regions during these phases. Understanding these complex interactions is crucial, as it provides insights into the cognitive processes of pilots during the critical climb and descent stages of flight, contributing to enhanced aviation safety.

Conclusions: By identifying how brain activity fluctuates during these phases, we can better comprehend pilots' decision-making processes, ultimately leading to the development of more effective training programs and safety protocols. This research underscores the importance of neurological studies in safety.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
飞行爬升和下降阶段飞行员脑电特征的探索性研究。
目标:飞行员的行动和决定直接关系到航空安全。因此,了解飞行员在飞行过程中的神经和认知过程是至关重要的。本研究旨在研究飞行员的脑电图信号,以了解飞行爬升和下降阶段的特征变化。方法:通过对脑电信号进行小波包分解,对这些关键阶段的脑电信号图进行分析,分析信号强度的变化。为了深入研究,我们计算了脑电图的对数转换功率,以研究不同飞行条件下的脑电图反应。此外,我们还进行了脑电频谱相干性分析,以评估爬升和下降过程中不同电极之间的同步程度。结果:这一分析有助于我们了解这些阶段大脑各区域功能连接的变化。了解这些复杂的相互作用是至关重要的,因为它可以洞察飞行员在飞行的关键爬升和下降阶段的认知过程,有助于提高航空安全。结论:通过识别大脑活动在这些阶段的波动,我们可以更好地理解飞行员的决策过程,最终导致更有效的培训计划和安全协议的发展。这项研究强调了神经学研究在安全性方面的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
CT-based hybrid deep learning-radiomics framework for predicting postoperative rebleeding in hypertensive intracerebral hemorrhage. Tetrakaidecahedron-inspired porous custom insoles for enhanced diabetic foot decompression. LLM-guided multimodal attention network for robust multiclass Parkinson's disease diagnosis. Influence of Sr2+ doping and phase composition on the physicochemical properties and cytocompatibility of biphasic calcium phosphate for bone graft applications. Standing up to neurodegeneration: evaluating autonomic stress and safety in sit-to-stand using heart rate variability analysis.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1