Driver's style classification using jerk analysis

273 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

A Survey of Autonomous Driving: Common Practices and Emerging Technologies (2019, background): “For example, [227] introduced a rule-based model that classified driving styles with respect to jerk.”
Driving style estimation via inertial measurements (2010, unknown): “Murphey et al. [ 4 ] present a method to classify the driver’s style by means of the analysis of the online jerk profile combined with the knowledge of the road type.”
Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey (2018, methodology): “Fuel efficiency is mainly influenced, although not exclusively by: vehicle characteristics, road type, traffic conditions and driving pattern [13] [19 – 21].”
Quantitative Driving Style Estimation for Energy-Oriented Applications in Road Vehicles (2013, background): “Most of the existing studies aim at classifying the behavior of a driver with qualitative attributes: in [7] this is done by analyzing the”
Examining the impact of driving style on the predictability and responsiveness of the driver: Real-world and simulator analysis (2010, methodology): “In the experiments the driver is cued to change lanes on occasion, and otherwise tasked with maintaining the current lane.”
Driving style classification using long-term accelerometer information (2014, unknown): “[12] present jerk analysis (first derivative of acceleration signal) that also could give good results for classification of driving style.”