An active safety control method of collision avoidance for intelligent connected vehicle based on driving risk perception
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Intelligent Manufacturing"
DOI: 10.1007/s10845-020-01605-x
Abstract: As the complex driving scenarios bring about an opportunity for application of deep learning in safe driving, artificial intelligence based on deep learning has become a heatedly discussed topic in the field of advanced driving… read more here.
Keywords: control; driving risk; safety; collision ... See more keywords
Evaluation of driving risk at different speeds
Sign Up to like & getrecommendations! Published in 2019 at "Insurance: Mathematics and Economics"
DOI: 10.1016/j.insmatheco.2019.06.004
Abstract: Abstract Telematics car driving data describes drivers’ driving characteristics. This paper studies the driving characteristics at different speeds and their predictive power for claims frequency modeling. We first extract covariates from telematics car driving data… read more here.
Keywords: risk different; evaluation driving; driving risk; different speeds ... See more keywords
An fNIRS dataset for driving risk cognition of passengers in highly automated driving scenarios
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Data"
DOI: 10.1038/s41597-024-03353-6
Abstract: For highly autonomous vehicles, human does not need to operate continuously vehicles. The brain-computer interface system in autonomous vehicles will highly depend on the brain states of passengers rather than those of human drivers. It… read more here.
Keywords: risk; highly automated; automated driving; risk cognition ... See more keywords
0539 Predictors of Driving Risk in CPAP-treated OSAS: A French Multicenter Prospective Cohort
Sign Up to like & getrecommendations! Published in 2024 at "SLEEP"
DOI: 10.1093/sleep/zsae067.0539
Abstract: Continuous Positive Airway Pressure (CPAP) therapy is effective in reducing Excessive Daytime Sleepiness (EDS) and driving risk in the vast majority of Obstructive Sleep Apnea Syndrome (OSAS) patients. There is a need to identify predictors… read more here.
Keywords: near misses; cpap treated; cpap; risk cpap ... See more keywords
End-to-End Autonomous Driving Risk Analysis: A Behavioural Anomaly Detection Approach
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.2975043
Abstract: Autonomous vehicles (AV) have advanced considerably over the past decade and their potential to reduce road accidents is without equal. That said, the evolution towards fully automated driving will be accompanied by new and unfamiliar… read more here.
Keywords: end end; end; risk; driving risk ... See more keywords
Dynamic Driving Risk Potential Field Model Under the Connected and Automated Vehicles Environment and Its Application in Car-Following Modeling
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3008284
Abstract: This paper proposes a new dynamic driving risk potential field model under the connected and automated vehicles environment that fully considers the dynamic effect of the vehicle’s acceleration and steering angle. The statistical analysis of… read more here.
Keywords: car following; potential field; driving risk; risk potential ... See more keywords
SafeDrive: A New Model for Driving Risk Analysis Based on Crash Avoidance
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2020.3033276
Abstract: Driving risk evaluation is a critical issue in driving safety analysis. In traditional driving risk evaluation models, vehicles are analyzed as isolated units. Nevertheless, vehicles are surrounded by other vehicles during driving in a real… read more here.
Keywords: surrounding vehicles; risk evaluation; risk; driving risk ... See more keywords
Interactive Trajectory Prediction Using a Driving Risk Map-Integrated Deep Learning Method for Surrounding Vehicles on Highways
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3160630
Abstract: Accurate trajectory prediction of surrounding vehicles is vital for automated vehicles to achieve high-level driving safety in complex situations. However, most state-of-the-art approaches for multi-vehicle trajectory prediction ignore vehicle motion uncertainty caused by different driving… read more here.
Keywords: surrounding vehicles; vehicle; driving risk; trajectory ... See more keywords
Driving Risk Assessment Using Non-Negative Matrix Factorization With Driving Behavior Records
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3193125
Abstract: Aggressive driving behavior (ADB) is a major cause of traffic accidents. As ADB is controllable, ADB-based driving risk assessment is an effective method for drivers and transportation companies to ensure driving safety. Conventionally, the relationships… read more here.
Keywords: driving behavior; risk; driving risk; method ... See more keywords
An Improved Modeling Method for Driving Risk by Considering Driver–Vehicle–Road Factors
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2025.3601620
Abstract: Quantifying the driving risks is the primary prerequisite for improving intelligent vehicles’ driving safety. However, the time-varying nature of driving risks brought on by the dynamic and complicated traffic environment makes it challenging to precisely… read more here.
Keywords: modeling method; vehicle; risk; driving risk ... See more keywords
Research on Operation Characteristics and Safety Risk Forecast of Bus Driven by Multisource Forewarning Data
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Advanced Transportation"
DOI: 10.1155/2020/6623739
Abstract: To prevent and control public transport safety accidents in advance and guide the safety management and decision-making optimization of public transport vehicles, based on the forewarning and other multisource data of public transport vehicles in… read more here.
Keywords: peak hours; risk; driving risk; safety ... See more keywords