We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
Calculation of Dangerous Driving Index for Two-Wheeled Vehicles Using the Analytic Hierarchy Process.
- Authors
Lee, Suyun; Kim, Dongbeom; Jun, Chulmin
- Abstract
Given the high incidence of traffic accidents and fatalities on two-wheeled vehicles, there is a growing need for safety management. However, studies on evaluating two-wheeled vehicle driving in a quantitative and comprehensive form are insufficient. In this study, 11 items were defined for the first step to evaluate two-wheeled vehicle driving: signal violation, central line violation, helmet violation, pedestrian close driving, sidewalk driving, reverse lane driving, speed violation, rapid acceleration, rapid deceleration, rapid turn, and rapid lane change. The items were classified into three categories (traffic violation, pedestrian threat, and reckless driving), and their weights were derived using the AHP technique. For rapid acceleration, rapid deceleration, rapid turn, and rapid lane change, a high-performance driving simulator was used to establish risk criteria and calculate the weight based on the degree of risk. The calculated weight of each item indicates its importance in evaluating two-wheeled vehicle driving, with helmet violation (0.158), speed violation (0.124), and pedestrian close driving (0.122) having the highest weights. Finally, the dangerous driving index for two-wheeled vehicles was calculated by the weights of each evaluation item and applied to the driving trajectory data.
- Subjects
ANALYTIC hierarchy process; SPEEDING violations; TRAFFIC violations; HELMETS; PEDESTRIANS; MOTOR vehicle driving; LANE changing; AUTOMOBILE driving simulators; PEDESTRIAN accidents
- Publication
Applied Sciences (2076-3417), 2023, Vol 13, Issue 22, p12377
- ISSN
2076-3417
- Publication type
Article
- DOI
10.3390/app132212377