Study on the Mapping Law of the Fluctuation of Heart Rate Parameters and the Change of Driving State
编号:1133 访问权限:仅限参会人 更新:2021-12-03 10:37:20 浏览:117次 张贴报告

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摘要
Under the influence of different external environment and its own factors, many drivers are prone to operate mistakes, which would lead to accidents. Thus, The main purpose of this paper is to analyze the driver's driving state by detecting the driver's heart rate fluctuation parameters. Firstly, wavelet transform was used to denoise the ECG signal of the driver when a driver was in the process of driving simulation. Then, the characteristic value of ECG signal was extracted. Heart rate fluctuations (HRF) analysis from two different angles showed that the fluctuation of heart rate parameters could be obtained directly from the ECG signal, which was related to driving status. Through the comprehensive analysis of the ECG signal, the driving position was redefined as the relative position value of the vehicle to the road centerline during driving, and it was represented by a cloud model. The standard one-dimensional cloud model of drive state was obtained through Python programming. It was found that the expectations and variances of the one-dimensional cloud model may also be related to fluctuations in heart rate parameters. Lastly, the mapping relationship between them was obtained.
关键词
CICTP
报告人
Li Qingyin
Shandong University of Technology

稿件作者
Li Qingyin Shandong University of Technology
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重要日期
  • 会议日期

    12月17日

    2021

    12月20日

    2021

  • 12月16日 2021

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  • 12月24日 2021

    注册截止日期

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