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An ECG-Based Approach to Pilots' Instantaneous High Stress

机译:基于ECG的飞行员瞬时高应力方法

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摘要

Aim: According to current evaluation method of the stress level, a novel method will be put forward, which regard area of pilots' heart rate changes on a single aircraft flight as a method and algorithm of stress intensity indexes to solve the problem of stress evaluation in response to the instantaneous high stress. Various methods will be applied to give quantitative assessment of single-flight stress intensity, e.g. the least square method to fit the waveforms of heart rate, inflection point abstracting of it, calculation of the area and extreme value of heart rate waveform, fixed window analysis and multi-scale analysis, etc. Results: The multi-scale analysis on rising area, falling area and the total area of the relative indexes of pilots' heart rate waveform shows a trend of gradual stability after a period of changes, among which the variation of the total area is the most obvious. The application of multi-scale algorithm helps to discover a functional relationship between stress intensity and flight training times, which provides scientific and effective means of evaluation of stress for flights training of aircraft. Conclusions: A quantitative analysis method using area of heart rate waveform will be put forward to evaluate stress intensity during training process of pilots of aircraft. Through the analysis of the function between stress intensity and frequency of training, in addition, multi-scale calculation is also applied, to discover the functional relationship between stress intensity of pilots and frequency of training frequency.
机译:目的:根据压力水平的当前评估方法,将提出一种新的方法,这将在一架飞机飞行中导航的心率变化,作为压力强度指标的方法和算法来解决压力评估问题响应于瞬时高应力。将应用各种方法来赋予单飞动应力强度的定量评估,例如,最小二乘法符合心率的波形,拐点抽象,计算面积和心率波形极值,固定窗口分析和多尺度分析等结果:升高的多规模分析面积,下降区域和飞行员心率波形的相对指标的总面积显示出在一段时间内逐渐稳定的趋势,其中总面积的变化是最明显的。多尺度算法的应用有助于发现压力强度和飞行训练时间之间的功能关系,为飞机训练的飞行训练提供科学和有效的评估方法。结论:将提出使用心率波形面积的定量分析方法,以评估飞机飞行员训练过程中的应力强度。通过分析应力强度与训练频率之间的功能,此外,还应用了多尺度计算,以发现导频的应力强度与训练频率的频率之间的功能关系。

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