Detection of Driving Events using Sensory Data on Smartphone
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Intelligent Transportation Systems Research"
DOI: 10.1007/s13177-015-0116-5
Abstract: In a fast-paced environment of today society, safety issue related to driving is considered a second priority in contrast to travelling from one place to another in the shortest possible time. This often leads to… read more here.
Keywords: detection; smartphone; driving events; detection driving ... See more keywords
The impact of heart rate-based drowsiness monitoring on adverse driving events in heavy vehicle drivers under naturalistic conditions.
Sign Up to like & getrecommendations! Published in 2020 at "Sleep health"
DOI: 10.1016/j.sleh.2020.03.005
Abstract: OBJECTIVES This study examined the influence of a wrist-worn heart rate drowsiness detection device on heavy vehicle driver safety and sleep and its ability to predict driving events under naturalistic conditions. DESIGN Prospective, non-randomized trial.… read more here.
Keywords: driving events; heart rate; heavy vehicle; device ... See more keywords
Event-Triggered Personalized Driving Based on Passenger’s Subjective Risk Evaluation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2024.3496500
Abstract: In this paper, a safety-oriented hierarchical personalized driving system is proposed, which aims to mitigate the preference conflict between the passengers and the intelligent vehicle control system. Firstly, experiments on driving simulator are designed to… read more here.
Keywords: subjective risk; event triggered; driving events; personalized driving ... See more keywords
Driver’s Eco-Driving Behavior Evaluation Modeling Based on Driving Events
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Advanced Transportation"
DOI: 10.1155/2018/9530470
Abstract: Eco-driving is an effective means to reduce vehicle fuel consumption. Although many researches and devices have been developed to introduce eco-driving, quantitative effects of driver behaviors on fuel consumption are still unclear, as well as… read more here.
Keywords: eco driving; behavior evaluation; driving events; driving behavior ... See more keywords
Driving event recognition using machine learning and smartphones
Sign Up to like & getrecommendations! Published in 2022 at "F1000Research"
DOI: 10.12688/f1000research.73134.2
Abstract: Background: The lack of real-time monitoring is one of the reasons for the lack of awareness among drivers of their dangerous driving behavior. This work aims to develop a driver profiling system where a smartphone’s… read more here.
Keywords: driving event; different driving; machine; driving events ... See more keywords
GAN-Based Generation of Synthetic Data for Vehicle Driving Events
Sign Up to like & getrecommendations! Published in 2024 at "Applied Sciences"
DOI: 10.3390/app14209269
Abstract: Developing solutions to reduce traffic accidents requires experimentation and much data. However, due to confidentiality issues, not all datasets used in previous research are publicly available, and those that are available may be insufficient for… read more here.
Keywords: real data; vehicle; data generated; driving events ... See more keywords