What driving style makes pedestrians think a passing vehicle is driving automatically?
Sign Up to like & getrecommendations! Published in 2021 at "Applied ergonomics"
DOI: 10.1016/j.apergo.2021.103428
Abstract: An important question in the development of automated vehicles (AVs) is which driving style AVs should adopt and how other road users perceive them. The current study aimed to determine which AV behaviours contribute to… read more here.
Keywords: manual driving; driving; vehicle driving; centre ... See more keywords
The Effects of an Eco-Driving Assistance System for a City Bus on Driving Style
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DOI: 10.1016/j.ifacol.2018.10.069
Abstract: Abstract Fuel consumption of a city bus is greatly influenced by driving style, and driving assistance systems (DAS) is a key technology to encourage driving style improvement. In the research reported here, we construct a… read more here.
Keywords: city bus; style; driving assistance; driving style ... See more keywords
The influence of physical and emotional factors on driving style of car drivers: A survey design
Sign Up to like & getrecommendations! Published in 2017 at "Travel behaviour and society"
DOI: 10.1016/j.tbs.2017.02.001
Abstract: Abstract Human factor is the primary cause of traffic accidents. From this perspective, analysing drivers’ behaviour is fundamental for improving road safety. Many studies have focused on the analysis of human behaviour in terms of… read more here.
Keywords: physical emotional; survey; influence physical; driving style ... See more keywords
Statistical-based approach for driving style recognition using Bayesian probability with kernel density estimation
Sign Up to like & getrecommendations! Published in 2019 at "Iet Intelligent Transport Systems"
DOI: 10.1049/iet-its.2017.0379
Abstract: Driving style recognition plays a crucial role in eco-driving, road safety, and intelligent vehicle control. This study proposes a statistical-based recognition method to deal with driver behaviour uncertainty in driving style recognition. First, the authors… read more here.
Keywords: driving style; style; method; style recognition ... See more keywords
Investigating the effect of personality on left-turn behaviors in various scenarios to understand the dynamics of driving styles
Sign Up to like & getrecommendations! Published in 2019 at "Traffic Injury Prevention"
DOI: 10.1080/15389588.2019.1673893
Abstract: Abstract Objectives: To explore whether the driving style is static or dynamic, the purpose of this study was to investigate the effects of drivers’ personality traits and driving scenarios on left-turn behaviors. We also evaluated… read more here.
Keywords: turn behaviors; left turn; personality; significantly related ... See more keywords
Driving Style Classification Based on Driving Operational Pictures
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2926494
Abstract: Accurately describing and classifying driving style is crucial for driving safety intervention strategies in the design of advanced driver assistance systems (ADASs). This paper presents a novel driving style classification method based on constructed driving… read more here.
Keywords: driving style; style; style classification; driving operational ... See more keywords
DP and DS-LCD: A New Lane Change Decision Model Coupling Driver’s Psychology and Driving Style
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DOI: 10.1109/access.2020.3010409
Abstract: Lane-Changing Decision (LCD) behavior is complex, dangerous, and varied by the Driver’s Psychology (DP) and Driving Style (DS). For lacking the consideration of DP and DS, the existing LCD models cannot predict the LCD process… read more here.
Keywords: psychology; driving style; driver psychology; model ... See more keywords
Unsupervised driving style analysis based on driving maneuver intensity
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3171347
Abstract: 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. This framework can… read more here.
Keywords: maneuver intensity; time; driving maneuver; intensity ... See more keywords
CNN-LSTM Driving Style Classification Model Based on Driver Operation Time Series Data
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DOI: 10.1109/access.2023.3245146
Abstract: This paper aims to establish a driving style recognition method that is highly accurate, fast and generalizable, considering the lack of data types in driving style classification task and the low recognition accuracy of widely… read more here.
Keywords: style; driver operation; style classification; driving style ... See more keywords
Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2017.2706978
Abstract: 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… read more here.
Keywords: style recognition; vehicle; driver assistance; driving style ... See more keywords
A Probabilistic Model for Driving-Style-Recognition-Enabled Driver Steering Behaviors
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2020.3037229
Abstract: This article presents a framework to determine driving style and design a driver steering model considering driver characteristics. First, principal component analysis (PCA) and $K$ -means clustering are utilized to classify 30 participants into cautious,… read more here.
Keywords: steering model; probabilistic model; model; driving style ... See more keywords