心率变异性
主成分分析
统计
心率
模拟
CTL公司*
工程类
数学
医学
内科学
血压
CD8型
抗原
免疫学
作者
Jing-Hua Yang,Mengjun Tang,Lin William Cong,Jicheng Sun,Da‐Long Guo,Taihui Zhang,Kaiwen Xiong,L Wang,Shan Cheng,Jin Ma,Wendong Hu
出处
期刊:Ergonomics
[Taylor & Francis]
日期:2023-06-27
卷期号:67 (4): 515-525
被引量:5
标识
DOI:10.1080/00140139.2023.2229075
摘要
To investigate whether high cognitive task load (CTL) for aircraft pilots can be identified by analysing heart-rate variability, electrocardiograms were recorded while cadet pilots (n = 68) performed the plane tracking, anti-gravity pedalling, and reaction tasks during simulated flight missions. Data for standard electrocardiogram parameters were extracted from the R–R-interval series. In the research phase, low frequency power (LF), high frequency power (HF), normalised HF, and LF/HF differed significantly between high and low CTL conditions (p < .05 for all). A principal component analysis identified three components contributing 90.62% of cumulative heart-rate variance. These principal components were incorporated into a composite index. Validation in a separate group of cadet pilots (n = 139) under similar conditions showed that the index value significantly increased with increasing CTL (p < .05). The heart-rate variability index can be used to objectively identify high CTL flight conditions.
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