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Recognition of Dangerous Driving Using Automobile Black Boxes  

Han, In-Hwan (홍익대학교 기계정보공학과)
Yang, Gyeong-Su (HKe-CAR(주))
Publication Information
Journal of Korean Society of Transportation / v.25, no.5, 2007 , pp. 149-160 More about this Journal
Abstract
Automobile black boxes store and provide accident and driving information. The accident and driving information can be utilized to build scientific traffic-event database and can be applied in various industries. The objective of this study is to develop a recognition system of dangerous driving through analyzing the driving characteristic patterns. In this paper, possible dangerous driving models are classified into four models on the basis of vehicle behaviors(acceleration, deceleration, rotation) and accident types from existing statistical data. Dangerous driving data have been acquired through vehicle tests using automobile black boxes. Characteristics of driving patterns have been analyzed in order to classify dangerous driving models. For the recognition of dangerous driving, this study selected critical value of each dangerous driving model and developed the recognition algorithm of dangerous driving. The study has been verified by the application of recognition algorithm of dangerous driving and vehicle tests using automobile black boxes. The presented recognition methods of dangerous driving can be used for on-line/off-line management of drivers and vehicles.
Keywords
Traffic Accident; Automobile Black Box; Driving Data; Dangerous Driving; Driver Rating;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 Alessandrini, A., Filippi, F., Orecchini, F and Ortenzi, F(2006), 'A new method for collecting vehicle behaviour in daily use for energy and environmental analysis', Journal of Automobile Engineering (Proceedings of the Institution of Mechanical Engineers Part D), Vol. 220, No. 11, pp.1527-1537   DOI   ScienceOn
2 신용균.류준범.강수철(2006) '과속운전 행동에 영 향을 미치는 중요한 심리적인 요인들', 대한교통학회지, 제24권 제3호, 대한교통학회, pp.85-94   과학기술학회마을
3 도로교통안전관리공단(2003),'“2002년판 교통사고 통계분석', 서울, Korea
4 Kowalick, T.M.(2005), 'Fatal Exit: The Automotive Black Box Debate', John Wiley and Sons
5 MVEDR Committee(2004), 'IEEE Standard for Motor Vehicle Event Data Recorders (MVEDRs)', IEEE
6 도로교통안전관리공단(2005), '2004년판 교통사고 통계분석', 서울, Korea
7 이운성, 조준희(2007) '안전운전 관리시스템 개발', 한국자동차공학회논문집, 제15권 제1호, 한국자동차공학회, pp.71-77   과학기술학회마을
8 Lee, W. and Han, I.(2004b), 'Development of an Automobile Black Box for Reconstruction Analysis of Collision Accidents', Trans. of Korea Society of Automotive Engineers, Vol. 12, No. 2, pp.205-214
9 Niehoff, P., Gabler, H.C., Brophy, J. Chidester, A., Hinch, J., and Ragland, C.(2005), 'Evaluation of Event Data Recorders in Full Systems Crash Tests', Proceedings of the Nineteenth International Conference on Enhanced
10 도로교통안전관리공단(2002), '2001년판 교통사고 통계분석', 서울, Korea
11 Mundke, R.P., Arya, K. and Malewar, S.(2006), 'Use of Data Recorder for Driver Rating', SAE Paper 2006-01-0304, SAE
12 Gabler, H.C., Hampton, C., and Roston, T.(2003), 'Estimating Crash Severity: Can Event Data Recorders Replace Crash Reconstruction?', Proceedings of the Eighteenth International Conference on Enhanced Safety of Vehicles
13 NHTSA EDR Working Group(2006), 'Event Data Recorders-Final Rule', NHTSA, US DOT
14 도로교통안전관리공단(2004), '2003년판 교통사고 통계분석', 서울, Korea
15 VEDI Technical Committee(2003), 'Vehicle Event Data Interface(VEDI)-Vehicular Output Data Definition-SAE J1698', SAE
16 송혜수.신용균/강수철(2005) '차량 시뮬레이터를 이용한 운전행동 연구 (운전분노 및 교통정체를 중심으로)', 대한교통학회지, 제23권 제2호, 대한교통학회, pp.61 -73   과학기술학회마을
17 Lee, W. and Han, I.(2004a), 'Development and Test of a Motor Vehicle Event Data Recorder', Journal of Automobile Engineering (Proceedings of the Institution of Mechanical Engineers Part D), Vol. 218, No. 9, pp.977-985   DOI   ScienceOn
18 eCall Driving Group(2006), 'Recommendations of the Driving Group eCall(DG eCall) for the introduction of the pan-European eCall', Safety Forum
19 Sa, J., Shung, N. and Sunwoo, M.(2003) 'Experimental Analysis of Driving Pattern and Fuel Economy for Passenger Cars in Seoul', International Journal of Automotive Technology, Vol. 4, No. 2, pp.101-108