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Online legal driving behavior monitoring for self-driving vehicles [PDF]

open access: yesNature Communications
Defined traffic laws must be respected by all vehicles when driving on the road, including self-driving vehicles without human drivers. Nevertheless, the ambiguity of human-oriented traffic laws, particularly compliance thresholds, poses a significant ...
Wenhao Yu   +9 more
doaj   +4 more sources

Identification of driving behavior in continuous diverging sections of expressway system interchange based on CNN-BiLSTM [PDF]

open access: yesScientific Reports
The driving environment in continuous diverging sections of expressway system interchanges is highly complex, posing significant driving risks. To investigate driving behavior and its transition patterns in these areas, a simulated driving experiment was
Guanghui Sun   +3 more
doaj   +2 more sources

Concept of an Ontology for Automated Vehicle Behavior in the Context of Human-Centered Research on Automated Driving Styles

open access: yesInformation, 2021
In the human-centered research on automated driving, it is common practice to describe the vehicle behavior by means of terms and definitions related to non-automated driving. However, some of these definitions are not suitable for this purpose.
Johannes Ossig   +2 more
doaj   +1 more source

Data-Driven Estimation of a Driving Safety Tolerance Zone Using Imbalanced Machine Learning

open access: yesSensors, 2022
Predicting driving behavior and crash risk in real-time is a problem that has been heavily researched in the past years. Although in-vehicle interventions and gamification features in post-trip dashboards have emerged, the connection between real-time ...
Thodoris Garefalakis   +2 more
doaj   +1 more source

Modeling human learning involved in car driving [PDF]

open access: yes, 1994
In this paper, car driving is considered at the level of human tracking and maneuvering in the context of other traffic. A model analysis revealed the most salient features determining driving performance and safety.
Wewerinke, P.H.
core   +13 more sources

Comfort and Safety in Conditional Automated Driving in Dependence on Personal Driving Behavior

open access: yesIEEE Open Journal of Intelligent Transportation Systems, 2023
When changing from active driving to conditional automated driving (CAD), the question arises whether users still prefer their own driving behavior while being a passenger.
Laurin Vasile   +4 more
doaj   +1 more source

Video feedback intervention for cognitively impaired older drivers: A randomized clinical trial

open access: yesAlzheimer’s & Dementia: Translational Research & Clinical Interventions, 2021
Introduction This clinical trial aimed to determine whether in‐car video feedback about unsafe driving events (UDE) to cognitively impaired older drivers and family members leads to a reduction in such driving behaviors.
Brian R. Ott   +5 more
doaj   +1 more source

App-based feedback on safety to novice drivers: learning and monetary incentives [PDF]

open access: yes, 2020
An over-proportionally large number of car crashes is caused by novice drivers. In a field experiment, we investigated whether and how car drivers who had recently obtained their driving license reacted to app-based feedback on their safety-relevant ...
Mürmann, Alexander   +2 more
core   +1 more source

Identifying Method of Drunk Driving Based on Driving Behavior [PDF]

open access: yesInternational Journal of Computational Intelligence Systems, 2011
Drunk driving is one of the leading causes contributing to traffic crashes. There are numerous issues that need to be resolved with the current method of identifying drunk driving.
Xiaohua Zhao   +3 more
doaj   +1 more source

Evaluating the Effect of Dynamic Message Signs and Lane Control Signs on Driver Behavior in a Developing Country

open access: yesInfrastructures, 2022
Developing countries are continuously upgrading their transportation systems. The latest improvement in Qatar, a fast-developing country in the Middle East, was the installation of dynamic message signs (DMS) and lane control signs (LCS).
Khaled Shaaban, Mohammed Alsoub
doaj   +1 more source

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