Browse > Article
http://dx.doi.org/10.12815/kits.2012.11.6.001

Development of Traffic Safety Monitoring Technique by Detection and Analysis of Hazardous Driving Events in V2X Environment  

Jeong, Eunbi (한양대학교 교통공학과)
Oh, Cheol (한양대학교 교통.물류공학과)
Kang, Kyeongpyo (한국교통연구원 첨단교통 올림픽수송연구센터)
Kang, Younsoo (한국교통연구원 첨단교통 올림픽수송연구센터)
Publication Information
The Journal of The Korea Institute of Intelligent Transport Systems / v.11, no.6, 2012 , pp. 1-14 More about this Journal
Abstract
Traffic management centers (TMC) collect real-time traffic data from the field and have powerful databases for analysing, recording, and archiving the data. Recent advanced sensor and communication technologies have been widely applied to intelligent transportation systems (ITS). Regarding sensors, various in-vehicle sensors, in addition to global positioning system (GPS) receiver, are capable of providing high resolution data representing vehicle maneuverings. Regarding communication technologies, advanced wireless communication technologies including vehicle-to-vehicle (V2V) and vehicle-to-vehicle infrastructure (V2I), which are generally referred to as V2X, have been widely used for traffic information and operations (references). The V2X environment considers the transportation system as a network in which each element, such as the vehicles, infrastructure, and drivers, communicates and reacts systematically to acquire information without any time and/or place restrictions. This study is motivated by needs of exploiting aforementioned cutting-edge technologies for developing smarter transportation services. The proposed system has been implemented in the field and discussed in this study. The proposed system is expected to be used effectively to support the development of various traffic information control strategies for the purpose of enhancing traffic safety on highways.
Keywords
V2X wireless communication; traffic safety monitoring; hazardous driving; unsafe driving index; transportation management center;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 도로교통공단, 교통사고 통계자료, 2009. URL: http://www.road.re.kr/
2 한인환, 양경수, "차량용 블랙박스를 활용한 위험운전인지," 대한교통학회, 대한교통학회지, 제 25권, 제 5호, pp.149-160, October 2007.
3 K. H. Beck, F. Yan and M. Q. Wang, "Cell phone users, reported crash risk, unsafe driving behaviors and dispositions: A survey of motorists in Maryland," Journal of Safety Research 38 (2007) 683-688, 2007   DOI
4 오주택, 조준희, 이상용, 김영삼, "위험운전 유형 분류 및 데이터 로거 개발," 한국ITS학회, 한국ITS 학회 논문지, 제 7권, 제 3호, pp.15-28, June 2008.
5 W. Valaar, H. Simpson and R. Robertson, "A perceptual map for understanding concern about unsafe driving behaviours," Accident Analysis and Preventation 40(2008), pp.1667-1673, June 2008.   DOI
6 오주택, 조준희, 이상용, 김영삼, "위험운전 유형에 따른 임계값 개발," 한국도로학회, 한국도로학회 논문집, 제 11권, 제 1호, pp.69-83, March 2009.   과학기술학회마을
7 Peter I.J. Wouters and John M.J. Bos, "Traffic accident reduction by monitoring driver behaviour with in-car data recorders," Accident Analysis and Prevent 32 (2000), pp.643-650, September 2000.   DOI
8 김준형, 송태진, 오철, 성낙문, "개별차량 주행 패턴 분석을 통한 교통사고 위험도 분석 기법," 대한교통학회, 대한교통학회지, 제26권, 제5호, pp.51-62, October 2008.
9 배기만, 박근영, 이동진, 임정식, 이상룡, 이춘영, "지능형 단말기를 사용한 탱크로리 운행 안전 모니터링 시스템 개발," 한국가스학회, 한국가스 학회지, 제12권, 제2호, pp.42-47, June 2008.   과학기술학회마을
10 A. S. Lund and M. L. Pack, "Dynamic Wide-Area Congestion and Incident Monitoring Using Probe Data," Transportation Research Record, no. 1876, pp.1-9, 2010.
11 J. Wang, W. Xu and Y. Gong, "Real-time driving danger-level prediction," Engineering Applications of Artificial Intelligence, vol. 23, issue 8, pp.1247-1254. December 2010.   DOI
12 C. Oh, E. Jung, H. Rim, K. Kang and Y. Kang, "Inter-vehicle Safety Warning Information System for Unsafe Driving Events: Methodology and Prototypical Implementation," Transportation Research Board annual meeting, January 2012.
13 G. A. Miller, "The magical number seven, plus or minus two: some limits on our capacity for processing information," Psychological Rev, vol. 63, pp.61-97, March 1956.
14 T. L. Saaty and E. Ervener, "A new approach to performance measurement - the analytic hierarchy process," Design Methods and Theories, vol. 13, no. 2, pp.64-72, 1979.
15 u-Transportation 체계종합기술 개발 최종보고서 (u-T 기반 교통안전서비스 구현 지원 및 검증), 한국건설 교통기술평가원, 2012.
16 남양주시 통합교통정보센터, 남양주시청 URL: http://traffic.nyj.go.kr/service/index.htm
17 DSRC를 이용한 교통정보시스템 표준, Part. 4. 성능 시험방법 부문, ITS Korea, 2008.