Safety evaluation of traffic flow operation based on fuzzy inference of risk perception of rear-end collision

Tongji Daxue Xuebao/Journal of Tongji University

Volumn 39, Issue 1, 2011, Pages 69-73

  Lu, Siwen ^a   Fang, Shouen ^a   Wang, Junhua ^a  

^a Tongji University   (China)

Author keywords

Car following safety distance; Fuzzy inference system; Risk perception of rear end collision; Safety evaluation of traffic flow; Weather condition

Indexed keywords

ACCIDENT DATA; AVERAGE RISK; CALCULATION METHODS; CAR-FOLLOWING; CLUSTER METHOD; DRIVING ENVIRONMENT; EARLY WARNING; EVALUATION METHOD; FUZZY C MEAN; FUZZY INFERENCE SYSTEM; FUZZY INFERENCE SYSTEMS; REAR-END COLLISIONS; RESEARCH RESULTS; SAFETY DISTANCES; SAFETY EVALUATIONS; TRAFFIC ACCIDENTS; TRAFFIC FLOW; WEATHER CONDITIONS;

ACCIDENTS; AUTOMOBILE DRIVERS; COMPUTER SOFTWARE; FUZZY INFERENCE; FUZZY SYSTEMS; MEMBERSHIP FUNCTIONS; METEOROLOGY; RISK ANALYSIS; TRAFFIC SURVEYS;

RISK PERCEPTION;

EID: 79952777519     PISSN: 0253374X     EISSN: None     Source Type: Journal    
DOI: 10.3969/j.issn.0253-374x.2011.01.013     Document Type: Article

References (11)

1. CHANG Liyen. Analysis of freeway accident frequencies negative binomial regression versus artificial neural network [J]. Safety Science, 2005, 43: 541.
2. Shankar V N, Mannering F. Effect of roadway geometrics and environmental factors on rural freeway accident frequencies [J]. Accident Analysis and Prevention, 1995, 27 (3): 371.
3. ZHU Tong, ZHAO Yonghong, BAI Yu, et al. Study of car following risk estimation by probability method [J]. Computer Engineering and Application, 2009, 45 (1): 13.
4. LU Siwen, ZHENG Shiwen. Research on fuzzy inference of driver's risk perception of rear-end collision on freeway [C] //2009 Second International Conference on Intelligent Computing Technology and Automation, Volume 1. Changsa: IEEE Computer Society, 2009: 772-775.
5. XU Jie, DU Wen, SUN Hong. Safety distance about car-following [J]. Journal of Traffic and Transportation Engineering, 2002, 2 (1): 101.
6. ZHENG An'wen. The analysis of the motorway vehicle gap and designing the device of protectiving vehicle collision [J]. Journal of Wuhan University of Technology, 2002, 24 (9): 62.
7. SHI Feirong, YANG Shaowei, DAI Jingliang. Study on freeway section capacity [J]. Journal of Highway and Transportation Research and Development: Application Technology, 2007 (2): 161.
8. Transportation Department. Motor vehicle inspection standard: piolt [S]. Beijing: China Communications Press, 1980.
9. WANG Xiaofei. Research on operation safety countermeasure and decision-making of highway network [D]. Shanghai: Tongji University. College of Transportation Engineering, 2008.
10. Douglas Gettman, Larry Head. Surrogate safety measures from traffic simulation models [J]. Transportation Research Record, 2003, 1840: 104.
11. HONG Zhiling, JIANG Qingshan, DONG Huailin, et al. A new cluster validity index for fuzzy clustering [J]. Computer Science, 2004, 31 (10): 121.