• Title/Summary/Keyword: driver's psychophysiological state

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The Study to Diagnose the Road-Driver Compatibility II: Data Collection, Variable Selection and Parameter Quantification (운전자 주행 적합성 진단을 위한 연구 II: 생체신호 추출, 선정 및 정량화)

  • Kim, Jung-Yong;Yoon, Sang-Young;Park, Ji-Soo
    • Journal of Korean Institute of Industrial Engineers
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    • v.30 no.1
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    • pp.50-57
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    • 2004
  • The aim of this study is to collect driver's psychophysiological signal under various road condition and to select and quantify psychophysiological variables for diagnosis of road-driver compatibility. A 4x4 vehicle with measuring devices was developed to collect driver's psychophysiological signal and collected driver's psychophysiological signal under various road conditions. The collected data were analyzed by the temporal pattern of signal overtime. Thirteen bio-signals with consistent pattern were selected and quantified in terms of slope and amplitude of the signal. These quantified values could be used as a part of tool to diagnose the road-driver compatibility.

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;Yoon, Sang-Young
    • Journal of Korean Institute of Industrial Engineers
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    • v.30 no.1
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    • pp.44-49
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    • 2004
  • 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.

The Study to Diagnose the Road-Driver Compatibility III: Development and Validation of Diagnostic Model (운전자 주행 적합성 진단을 위한 연구 III: 진단모델 개발 및 검증)

  • Kim, Jung-Yong;Yoon, Sang-Young
    • Journal of Korean Institute of Industrial Engineers
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    • v.30 no.1
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    • pp.58-64
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    • 2004
  • In order to determine the level of safety on highway driving, the relationship between the psychophysiological signal and driving condition was investigated. In particular, a Demand-Effort model was conceptualized and used in this study to diagnose the suitability of driving by reading the patterns of psychophysiological signals. To run the model, threshold values were determined to categorize the high, moderate and low level of effort. To examine the sensitivity of the model, a cross-validation process was performed by collecting additional data. Further investigation need to be conducted to improve the sensitivity of the model for practical application.