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      심전도(LF/HF)를 활용한 졸음운전 예방 연구 = Study on Prevention of Drowsiness Driving using Electrocardiography(LF/HF) Index

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      https://www.riss.kr/link?id=A100494769

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      다국어 초록 (Multilingual Abstract)

      The purpose of this study was to identify the relationship between the index of Electrocardiography(LF/HF) and the occurrence of drowsiness driving while driving in a simulated situation. Participants were 31 undergraduate students with an experience ...

      The purpose of this study was to identify the relationship between the index of Electrocardiography(LF/HF) and the occurrence of drowsiness driving while driving in a simulated situation. Participants were 31 undergraduate students with an experience in driving and they participated 30 minutes driving under enough sleep condition and 1 hour under the sleep deprivation condition. The Euro Truck Simulator Ⅱ was used for driving simulation task and ECG and perceived drowsiness of each participants were measured during two driving conditions. Perceived sleepiness recorded by the checklist every 10 minutes and ECG data extracted before and after 15 seconds of every 10 minutes to verify the relationship between two variables. The results showed that the level of perceived sleepiness under sleep deprivation condition was higher than that under the enough sleep condition, and the level of LF/HF under sleep deprivation condition was lower than that under the enough sleep condition. In addition, the result of analysis of repeated measure ANOVA for ECG indicated that authentic sleepiness revealed in 20 minutes after the start of driving under the sleep deprivation condition. However, the result of perceived drowsiness indicated that authentic sleepiness revealed in 30 minutes after the start of driving. These result suggest that the time difference between biological and perceived response on drowsiness may be exist. Finally, the significant negative correlation between the LF/HF level and perceived drowsiness was observed. These findings suggest that ECG(LF/HF) can be an possible index to measure drowsiness driving.

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      참고문헌 (Reference)

      1 김민수, "운전자 졸음 및 각성 상태 시 ECG신호 처리를 통한 심장박동 신호 특성" 한국자동차공학회 22 (22): 136-142, 2014

      2 J. C. Stutts, "Why do People Have Drowsy Driving Crashes. Input from Drivers who Just Did" AAA Foundation for Traffic Safety 1999

      3 E. De Valck, "Slow Release Caffeine as a Countermeasure to Driver Sleepiness Induced by Partial Sleep Deprivation" 10 (10): 203-209, 2001

      4 J. M. Lyznicki, "Sleepiness, Driving, and Motor Vehicle Crashes" 279 (279): 1908-1913, 1998

      5 J. A. Horne, "Sleep-related Vehicle Accidents" 310 (310): 565-567, 1995

      6 A. Bezerianos, "Radial Basis Function Neural Networks for the Characterization of Heart Rate Variability Dynamics" 15 (15): 215-234, 1999

      7 "National Highway Traffic safety Administration"

      8 S. Miyata, "Insufficient Sleep Impairs Driving Performance and Cognitive Function" 469 (469): 229-233, 2010

      9 S. Kar, "Functional Network Changes Associated with Sleep Deprivation and Fatigue during Simulated Driving: Validation using Blood Biomarkers" 122 (122): 966-974, 2011

      10 C. Liu, "Factors related to fatal single-vehicle run-off-road crashes (No. HS-811 232)" 2009

      1 김민수, "운전자 졸음 및 각성 상태 시 ECG신호 처리를 통한 심장박동 신호 특성" 한국자동차공학회 22 (22): 136-142, 2014

      2 J. C. Stutts, "Why do People Have Drowsy Driving Crashes. Input from Drivers who Just Did" AAA Foundation for Traffic Safety 1999

      3 E. De Valck, "Slow Release Caffeine as a Countermeasure to Driver Sleepiness Induced by Partial Sleep Deprivation" 10 (10): 203-209, 2001

      4 J. M. Lyznicki, "Sleepiness, Driving, and Motor Vehicle Crashes" 279 (279): 1908-1913, 1998

      5 J. A. Horne, "Sleep-related Vehicle Accidents" 310 (310): 565-567, 1995

      6 A. Bezerianos, "Radial Basis Function Neural Networks for the Characterization of Heart Rate Variability Dynamics" 15 (15): 215-234, 1999

      7 "National Highway Traffic safety Administration"

      8 S. Miyata, "Insufficient Sleep Impairs Driving Performance and Cognitive Function" 469 (469): 229-233, 2010

      9 S. Kar, "Functional Network Changes Associated with Sleep Deprivation and Fatigue during Simulated Driving: Validation using Blood Biomarkers" 122 (122): 966-974, 2011

      10 C. Liu, "Factors related to fatal single-vehicle run-off-road crashes (No. HS-811 232)" 2009

      11 A. Murata, "Evaluation of Drowsiness by HRV Measures-basic Study for Drowsy Driver detection" 99-102, 2008

      12 Korean Road Traffic Authority, "Estimation and Assessment of 2012 Traffic Accident Cost" 2013

      13 H. J. Eoh, "Electroencephalographic Study of Drowsiness in Simulated Driving with Sleep Deprivation" 35 (35): 307-320, 2005

      14 E. De Valck, "Effects of Slow-release Caffeine and a Nap on Driving Simulator Performance After Partial Sleep Deprivation" 96 (96): 67-78, 2003

      15 G. D. Lee, "Effects of Blowing to Face on Driver’s Sleepiness and ECG" 2012

      16 R. P. Nikhil, "EEG-based Subject-and Session-independent Drowsiness Detection:an Unsupervised Approach" 192-, 2008

      17 J. Connor, "Driver Sleepiness and Risk of Serious Injury to Car Occupants : Population Based Case Control Study" 324 (324): 1125-, 2002

      18 I. D. Brown, "Driver Fatigue" 36 (36): 298-314, 1994

      19 Korean Expressway Corporation, "Current State of Car Accident" 2012

      20 A. I. Pack, "Characteristics of Crashes Attributed to the Driver Having Fallen Asleep" 27 (27): 769-775, 1995

      21 L. T. Nguyen, "Changing Behaviors to Prevent Drowsy Driving and Promote Traffic Safety: Review of Proven, Promising, and Unproven Techniques" AAA Foundation for Traffic Safety 1998

      22 M. Patel, "Applying Nural Network Analysis on Heart Rate Variability Data to Assess Driver Fatigue" 38 (38): 7235-7242, 2011

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2027 평가예정 재인증평가 신청대상 (재인증)
      2021-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2018-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2015-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2011-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2007-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2005-10-26 학술지명변경 한글명 : 산업안전학회지 -> 한국안전학회지 KCI등재
      2005-02-28 학회명변경 한글명 : 한국산업안전학회 -> 한국안전학회
      영문명 : The Korean Institute Of Industrial Safety -> The Korean Society of Safety
      KCI등재
      2004-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2003-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2001-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.3 0.3 0.31
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.28 0.27 0.519 0.12
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