Modeling Safety Risks at Intersections for Drivers with Limited Visual Perception
Wed-HS1-Talk VI-01
Presented by: Bianca Biebl
Intersections have shown to produce many traffic accidents. The limited visual abilities of drivers with a visual field defect expose them to a particularly high risk for safety-critical errors. One characteristic scenario is the overlooking of oncoming traffic participants from the affected side. The description and prediction of crash risks allows the development of countermeasures like trainings or driver assistant devices. Since these analyses are mainly based on naturalistic driving studies, the anticipation of crash causes is aggravated for drivers with limited vision due to their reduced driving exposure. This talk presents an approach to identifying increased safety-risks for current non drivers: the agglomeration of crash analyses for normal sighted drivers with the integration of theories on human perception, the consideration of results from driving simulator studies observing drivers with a visual field defect and the application to relevant use cases. The resulting structural causal model allows the derivation of crash causes that pose an increased risk of occurring among drivers with limited vision.
Keywords: modeling; crash causes; limited perception