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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.