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 …

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 …

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 …

Quantifying the impact of driving style changes on light-duty vehicle fuel consumption

M Miotti, ZA Needell, S Ramakrishnan… - … Research Part D …, 2021 - Elsevier
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 …

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 …

Modeling of individual vehicle safety and fuel consumption under comprehensive external conditions

Y Yao, X Zhao, Y Zhang, C Chen, J Rong - Transportation research part D …, 2020 - Elsevier
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 …

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 …

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; …

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 …

Evaluation method of naturalistic driving behaviour for shared-electrical car

S Ji, K Zhang, G Tian, Z Yu, X Lan, S Su, Y Cheng - Energies, 2022 - mdpi.com
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 …