Human-like trajectory planning on curved road: Learning from human drivers

A Li, H Jiang, Z Li, J Zhou… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… that affect the driving trajectory, including vehicle speed, road curvature, and sight distance.
We find that the human drivers typically do not follow lane centerline and the human-driven …

Learning human-like trajectory planning on urban two-lane curved roads from experienced drivers

A Li, H Jiang, J Zhou, X Zhou - IEEE Access, 2019 - ieeexplore.ieee.org
human driving trajectories using real vehicle field test data collected on five two-way and
two-lane urban curved roads with 20 experienced driversdrivers on curved two-lane roads, …

A new single point preview-based human-like driver model on urban curved roads

X Zhou, H Jiang, A Li, S Ma - IEEE Access, 2020 - ieeexplore.ieee.org
… Enlightened by the visual gaze mechanism of human drivers when passing a curved road, …
the proposed driver model and human drivers. The proposed human-like driver model is …

Analysis of vehicle maneuverability and driving characteristics on a curved road condition

X Kang, M Namgung, A Fujiwara, W Kim… - KSCE Journal of Civil …, 2019 - Springer
… Therefore, several contributions have dealt with the traffic safety and accident studies on
human factors relating to drivers on curved roads. There is a general consensus about the effect …

Horizontal curve driving performance and safety affected by road geometry and lead vehicle

H Jeong, Y Liu - Proceedings of the Human Factors and …, 2017 - journals.sagepub.com
… The results showed that road curvature affected driving … speed was affected by both road
curvature and whether a lead … can be used for driving safety on horizontal curved roads. …

Human-driver speed profile modeling for autonomous vehicle's velocity strategy on curvy paths

X Geng, H Liang, H Xu, B Yu… - 2016 IEEE Intelligent …, 2016 - ieeexplore.ieee.org
… approach to learn human driversdriving strategies for the … -road autonomous driving.
Supervised machine learning was used to learn the bound of acceptable shock from human driver. …

Implementation of human-like driver model based on recurrent neural networks

H Jiang, J Zhou, X Zhou - IEEE Access, 2019 - ieeexplore.ieee.org
driving behavior of human drivers under normal conditions mainly depends on their driving
experience and driving … when driving vehicles on free-roads, human driversdriving behavior …

Path planning on large curvature roads using driver-vehicle-road system based on the kinematic vehicle model

J Wang, Y Yan, K Zhang, Y Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… , the proposed controller can offer different human drivers with individual trajectories, which
can satisfy preferences and improve comfort of the human drivers [7]. Dynamic and kinematic …

Vehicle trajectory at curved sections of two-lane mountain roads: a field study under natural driving conditions

J Xu, X Luo, YM Shao - European Transport Research Review, 2018 - Springer
… , and they could be useful in developing an anthropomorphic algorithm to simulate the driving
habits of human drivers. The ultimate goal is to produce a human-like self-driving vehicle. …