科技创新与应用2024，Vol.14Issue(2)：138-141,147,5.DOI:10.19981/j.CN23-1581/G3.2024.02.033
基于多模态数据融合的飞行员生理心理训练管理系统构建
摘要
Abstract
Aiming at how to fully apply the physiological and psychological information of pilots to improve the performance of flight training,and combined with the characteristics of flight occupation,this paper introduces the physiological and psychological information platform of pilots from three aspects:structure module,data fusion and utility analysis.Based on big data's analysis and fusion technology,the pilot physiological and psychological information management system carries out invalid/repetitive data cleaning,data denoising and other data processing for different types of physiological and psychological data,so as to form effective data and iteratively optimize each data model.Through tracing and mining,it is supposed to build a"data-based speaking,decision-making,managing and innovating"physiological and psychological management system for pilots.It is helpful to quickly grasp the training situation of pilots,intelligently form a personalized training plan,and provide a reference for improving the efficiency of physical training for pilots.关键词
多模态数据融合/飞行员/生理心理训练/管理系统/训练方案Key words
multimodal data fusion/pilot/physiological and psychological training/management system/training program分类
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李永刚,战春霞,姜国瑞..基于多模态数据融合的飞行员生理心理训练管理系统构建[J].科技创新与应用,2024,14(2):138-141,147,5.
