Influences of Personal Driving Styles and Experienced System Characteristics on Driving Style Preferences in Automated Driving [PDF]
Applied Sciences, 2023 As automated driving technology continues to advance, the question of how users prefer to be driven in their new, more passive role is becoming increasingly relevant.
Laurin Vasile +5 more
doaj +3 more sources
Driving Style Classification Based on Driving Operational Pictures [PDF]
IEEE Access, 2019 Accurately describing and classifying driving style is crucial for driving safety intervention strategies in the design of advanced driver assistance systems (ADASs).
Guofa Li +5 more
doaj +2 more sources
Unsupervised Driving Style Analysis Based on Driving Maneuver Intensity
IEEE Access, 2022 This paper proposes a novel unsupervised clustering framework to identify driving style not in terms of the discrete features of driving behavior data, but rather the time-varying patterns of driving maneuver intensity.
Xian-Sheng Li +3 more
doaj +2 more sources
Applied SciencesThis paper investigates the application of ensemble learning in improving the accuracy and reliability of predictions in connected vehicle systems, focusing on driving style, road surface quality, and traffic conditions.
Yahya Kadhim Jawad, Mircea Nitulescu
doaj +2 more sources
Prognostic Analysis of Driving Style: The Significance of Demographic and Cognitive Factors
Psichologija, 2023 This study aimed to compare four driving styles among professional and non-professional Lithuanian drivers and to assess the significance of demographic and cognitive factors in predicting investigated driving styles.
Justina Slavinskienė +1 more
doaj +3 more sources
Using naturalistic driving data to identify driving style based on longitudinal driving operation conditions [PDF]
Journal of Intelligent and Connected Vehicles, 2022 Purpose – An individual’s driving style significantly affects overall traffic safety. However, driving style is difficult to identify due to temporal and spatial differences and scene heterogeneity of driving behavior data.
Nengchao Lyu +4 more
doaj +1 more source
Associations of the Light Triad with Driving Style and Driving Anger Expression
Transactions on Transport Sciences, 2023 Previous research on personality in the driving context mostly focused on the negative and maladaptive personality traits. The present study investigated the links between the Light Triad traits with driving style and driving anger expression.
Pinar Biçaksiz, Burcu Tekeş
doaj +1 more source
Implementation of Driving Cycles Based on Driving Style Characteristics of Autonomous Vehicles
World Electric Vehicle Journal, 2022 The standardized driving cycles, which are used around the globe for the development and homologation of automobiles, consist of a series of speed points versus time, to represent typical driving conditions and to exclude the influence of a human driver.
Xucheng Duan +2 more
doaj +1 more source
Privacy preserving driving style recognition [PDF]
2015 International Conference on Connected Vehicles and Expo (ICCVE), 2015 International Conference on Connected Vehicles and Expo ...
Rizzo, Nicholas +3 more
openaire +2 more sources
Human-like car-following modeling based on online driving style recognition
Electronic Research Archive, 2023 Incorporating human driving style into car-following modeling is critical for achieving higher levels of driving automation. By capturing the characteristics of human driving, it can lead to a more natural and seamless transition from human-driven to ...
Lijing Ma +4 more
doaj +1 more source