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
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