Integrating machine learning into path analysis for quantifying behavioral pathways in bicycle-motor vehicle crashes

W Lu, J Liu, X Fu, J Yang, S Jones - Accident Analysis & Prevention, 2022 - Elsevier
The behavioral pathways in traffic crashes describe the chained linkages among
contributing factors, pre-crash road user behaviors, and crash outcomes. Bicyclists are more …

[HTML][HTML] Safety risk focused analysis of V2V communication especially considering cyberattack sensitive network performance and vehicle dynamics factors

Z Pethő, Z Szalay, Á Török - Vehicular Communications, 2022 - Elsevier
Future transportation is expected to be connected, cooperative, and highly automated.
Classic automated vehicular functions are developed based on safety principles primarily …

Crash mitigation controller for unavoidable T-bone collisions using reinforcement learning

X Hou, J Zhang, C He, C Li, Y Ji, J Han - ISA transactions, 2022 - Elsevier
T-bone collision constitutes an emergency crash scenario that results in casualties and
heavy losses; it is an excessively complicated scenario that cannot be handled by …

Analysis on road crash severity of drivers using machine learning techniques

M Mittal, S Gupta, S Chauhan… - International Journal of …, 2022 - inderscienceonline.com
Traffic accidents are significant general well-being concerns, bringing a large number of
deaths and injuries around the globe. To improve driving safety, the examination of traffic …

Reinforcement learning based indoor, collaborative autonomous mobility

H Liu, A Hyodo, S Suzuki - … of the 6th International Conference on …, 2022 - dl.acm.org
By connecting building operations, building automation can be realized using mobile
devices and AI processor. Aiming for improving living condition and reducing workloads, we …

Speed related variables for crash injury risk analysis: what has been used?

G Torrão - International journal of crashworthiness, 2022 - Taylor & Francis
Speed is a major risk factor in overall road safety performance. The objective of this study
was to identify the most frequent explanatory variables and measures used to investigate the …

Disentangling Perception-failure-induced Corner Cases by Counterfactual Reasoning

X Guo, C Zhang, L Xu, L Li, L Xu - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The reliability of the perception module of the autonomous driving system (ADS) faces
tremendous and numerous challenges, although it has been verified following standards …

[PDF][PDF] Vehicular Communications

Z Petho, Z Szalay, Á Török - 2022 - researchgate.net
In recent years, the automotive and transportation systems have been developing Intelligent
Transportation Systems (ITS) and Cooperative Intelligent Transportation Systems (C-ITS) …