IEEE transactions on intelligent transportation systems, 2018-03, Vol.19 (3), p.666-676
2018
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Details
- Autor(en) / Beteiligte
- Titel
- Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey
- Ist Teil von
- IEEE transactions on intelligent transportation systems, 2018-03, Vol.19 (3), p.666-676
- Ort / Verlag
- New York: IEEE
- Erscheinungsjahr
- 2018
- Quelle
- IEEE Xplore
- Beschreibungen/Notizen
- Driver driving style plays an important role in vehicle energy management as well as driving safety. Furthermore, it is key for advance driver assistance systems development, toward increasing levels of vehicle automation. This fact has motivated numerous research and development efforts on driving style identification and classification. This paper provides a survey on driving style characterization and recognition revising a variety of algorithms, with particular emphasis on machine learning approaches based on current and future trends. Applications of driving style recognition to intelligent vehicle controls are also briefly discussed, including experts' predictions of the future development.
- Sprache
- Englisch
- Identifikatoren
- ISSN: 1524-9050eISSN: 1558-0016DOI: 10.1109/TITS.2017.2706978Titel-ID: cdi_proquest_journals_2012238813
- Format
- –
- Schlagworte
- Acceleration, Automation, Automobile driving, Automobile safety, driver behavior, driving conditions, driving safety, Driving style, driving style recognition, energy efficiency, Energy management, Fuels, intelligent vehicle control, Intelligent vehicles, Machine learning, Recognition, Research and development, Roads, Safety, Vehicle safety