Modeling traffic conflicts for use in road safety analysis: A review of analytic methods and future directions

L Zheng, T Sayed, F Mannering - Analytic methods in accident research, 2021 - Elsevier
Limitations of crash data and crash-based methods have given rise to the study of alternate
measures of safety that are not predicated on the occurrence of a crash such as traffic …

A systematic review of traffic conflict-based safety measures with a focus on application context

A Arun, MM Haque, S Washington, T Sayed… - Analytic methods in …, 2021 - Elsevier
Relative to safety assessment using data from observed crashes, conflict-based road safety
assessment can potentially provide additional insights into crash causation processes …

[HTML][HTML] Application of proximal surrogate indicators for safety evaluation: A review of recent developments and research needs

SMS Mahmud, L Ferreira, MS Hoque, A Tavassoli - IATSS research, 2017 - Elsevier
Although there have been a number of recent reviews on the use of traffic conflict techniques
(TCTs), none have focused on the use of proximal surrogate indicators. This paper …

Criticality metrics for automated driving: A review and suitability analysis of the state of the art

L Westhofen, C Neurohr, T Koopmann, M Butz… - … Methods in Engineering, 2023 - Springer
The large-scale deployment of automated vehicles on public roads has the potential to
vastly change the transportation modalities of today's society. Although this pursuit has been …

Predicting real-time traffic conflicts using deep learning

N Formosa, M Quddus, S Ison, M Abdel-Aty… - Accident Analysis & …, 2020 - Elsevier
Recently, technologies for predicting traffic conflicts in real-time have been gaining
momentum due to their proactive nature of application and the growing implementation of …

How many are enough?: Investigating the effectiveness of multiple conflict indicators for crash frequency-by-severity estimation by automated traffic conflict analysis

A Arun, MM Haque, S Washington, T Sayed… - … research part C …, 2022 - Elsevier
Traffic conflict techniques are a viable alternative to crash-based safety assessments and
are particularly well suited to evaluating emerging technologies such as connected and …

Traffic conflict techniques for road safety analysis: open questions and some insights

L Zheng, K Ismail, X Meng - Canadian journal of civil …, 2014 - cdnsciencepub.com
Developing non-crash or surrogate measures of road safety has drawn considerable
research interest over the past five decades. Traffic conflict techniques, which analyze the …

[PDF][PDF] Scenario based testing of automated driving systems: A literature survey

D Nalic, T Mihalj, M Bäumler, M Lehmann… - FISITA web …, 2020 - researchgate.net
Market introduction of automated driving features several motivations including road safety,
driving comfort, energy efficiency and totally new transport systems. However, many …

A tree-structured crash surrogate measure for freeways

Y Kuang, X Qu, S Wang - Accident Analysis & Prevention, 2015 - Elsevier
In this paper, we propose a novel methodology to define and estimate a surrogate measure.
By imposing a hypothetical disturbance to the leading vehicle, the following vehicle's action …

Key risk indicators for accident assessment conditioned on pre-crash vehicle trajectory

X Shi, YD Wong, MZF Li, C Chai - Accident Analysis & Prevention, 2018 - Elsevier
Accident events are generally unexpected and occur rarely. Pre-accident risk assessment by
surrogate indicators is an effective way to identify risk levels and thus boost accident …