The Study to Diagnose the Road-Driver Compatibility I: Comparison of Methods for Bio-Signal Analysis

운전자 주행 적합성 진단을 위한 연구 I: 생체신호 분석방법 비교

  • Kim, Jung-Yong (Dept. of Information & Industrial Engineering, Hanyang University) ;
  • Yoon, Sang-Young (Dept. of Information & Industrial Engineering, Hanyang University)
  • 김정룡 (한양대학교 정보경영공학과) ;
  • 윤상영 (한양대학교 정보경영공학과)
  • Published : 2004.03.31

Abstract

The aim of this study is to compare the methods in analyzing bio-signals representing measure driver's psychophysiological staus. This study has considered three approaches: first, the deterministic approach calculating the mean and standard deviation of bio-signal, second, probabilistic approach converting driver's bio-signal values to probability density function and identifying individual state relative to overall distribution, and third, diagnostic approach identifying the pattern change of signal over certain period of time. For evaluation of analysis methods, driver's bio-signal was collected under various road conditions, and three analysis approaches were applied respectively. In result, the deterministic approach was found to be simple to use, but generated a large variability of bio-signal. The probabilistic approach provide a relative status of individual driver among overall population, but too much affected by temporal variability of individual driver. The diagnostic approach seemed to reasonably find driver's psychophysiological change over certain period of time, but still needs to develop quantification method of the bio-signal.

Keywords

References

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