Analyzing driver behavior under naturalistic driving conditions: A review
H Singh, A Kathuria - Accident Analysis & Prevention, 2021 - Elsevier
For a decade, researchers working in the area of road safety have started exploring the use
of driving behavior data for a better understanding of the causes related to road accidents. A …
of driving behavior data for a better understanding of the causes related to road accidents. A …
Profiling drivers to assess safe and eco-driving behavior–A systematic review of naturalistic driving studies
H Singh, A Kathuria - Accident Analysis & Prevention, 2021 - Elsevier
Road accidents and vehicular emissions are two significant issues related to road
transportation, affecting both human life and the environment. Prior research suggests that …
transportation, affecting both human life and the environment. Prior research suggests that …
An overview of eco-driving theory, capability evaluation, and training applications
N Xu, X Li, Q Liu, D Zhao - Sensors, 2021 - mdpi.com
Constrained by traditional fuel-saving technologies that have almost reached the limit of fuel-
saving potential, the difficulty in changing urban congestion, and the low market penetration …
saving potential, the difficulty in changing urban congestion, and the low market penetration …
Quantifying the impact of driving style changes on light-duty vehicle fuel consumption
Modifying driving styles can help to reduce the energy use and emissions of driving without
requiring changes to infrastructure or vehicle technology. Here, we evaluate the energy …
requiring changes to infrastructure or vehicle technology. Here, we evaluate the energy …
Clustering driver behavior using dynamic time warping and hidden Markov model
Y Yao, X Zhao, Y Wu, Y Zhang… - Journal of Intelligent …, 2021 - Taylor & Francis
Based on on-board diagnostics and Global Position System installed in taxicabs, driver
behavior data is collected. Left turn data on six similar curves are extracted, and speed …
behavior data is collected. Left turn data on six similar curves are extracted, and speed …
Modeling of individual vehicle safety and fuel consumption under comprehensive external conditions
This research intends to explore external factors affecting driving safety and fuel
consumption, and build a risk and fuel consumption prediction model for individual drivers …
consumption, and build a risk and fuel consumption prediction model for individual drivers …
A framework for combining lateral and longitudinal acceleration to assess driving styles using unsupervised approach
Y Zhu, M Jiang, T Yamamoto, N Ding… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Driving style assessment plays an important role in intelligent transportation system (ITS)
applications, such as driving feedback provision and usage-based insurance. Many …
applications, such as driving feedback provision and usage-based insurance. Many …
A robust machine learning structure for driving events recognition using smartphone motion sensors
M Zarei Yazd, I Taheri Sarteshnizi… - Journal of Intelligent …, 2024 - Taylor & Francis
Driving behavior monitoring by smartphone sensors is one of the most investigated
approaches to ameliorate road safety. Various methods are adopted in the literature; …
approaches to ameliorate road safety. Various methods are adopted in the literature; …
An intelligent system-on-a-chip for a real-time assessment of fuel consumption to promote eco-driving
Ó Mata-Carballeira, M Díaz-Rodríguez, I del Campo… - Applied Sciences, 2020 - mdpi.com
Pollution that originates from automobiles is a concern in the current world, not only because
of global warming, but also due to the harmful effects on people's health and lives. Despite …
of global warming, but also due to the harmful effects on people's health and lives. Despite …
Evaluation method of naturalistic driving behaviour for shared-electrical car
Evaluation of driving behaviour is helpful for policy development, and for designing
infrastructure and an intelligent safety system for a car. This study focused on a quantitative …
infrastructure and an intelligent safety system for a car. This study focused on a quantitative …