A multi-vehicle game-theoretic framework for decision making and planning of autonomous vehicles in mixed traffic

Y Yan, L Peng, T Shen, J Wang, D Pi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To improve the safety, comfort, and efficiency of the intelligent transportation system,
particularly in complex traffic environments where autonomous vehicles (AVs) and human …

Velocity prediction based on vehicle lateral risk assessment and traffic flow: A brief review and application examples

L Li, S Coskun, J Wang, Y Fan, F Zhang, R Langari - Energies, 2021 - mdpi.com
Forecasting future driving conditions such as acceleration, velocity, and driver behaviors can
greatly contribute to safety, mobility, and sustainability issues in the development of new …

An integrated decision-making framework for highway autonomous driving using combined learning and rule-based algorithm

C Xu, W Zhao, J Liu, C Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In order to solve the manual labelling, long-tail effect and driving conservatism of the existing
decision-making algorithm. This paper proposed an integrated decision-making framework …

A cooperative trajectory planning system based on the passengers' individual preferences of aggressiveness

Y Yan, J Wang, Y Wang, C Hu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Diverse passengers have various driving habits and driving preferences, thus the function of
personalized driving is one of the most important features for autonomous vehicles (AVs). In …

Personalized lane change planning and control by imitation learning from drivers

H Tian, C Wei, C Jiang, Z Li, J Hu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose a novel personalized planning and control approach for lane
change assistance system which can efficiently learn a model prediction control (MPC) …

[HTML][HTML] 驾驶特性的识别评估及其在智能汽车上的应用综述

郭烈, 马跃, 岳明, 秦增科 - 交通运输工程学报, 2021 - transport.chd.edu.cn
研究了驾驶特性的识别方法, 驾驶人接管能力评估的进展, 驾驶特性在智能汽车领域中的应用;
将驾驶人状态监测划分为驾驶人疲劳监测, 分心监测和不良驾驶行为监测 …

[HTML][HTML] Overview of recognition and evaluation of driving characteristics and their applications in intelligent vehicles

GUO Lie, MA Yue, YUE Ming… - 交通运输工程学报, 2021 - transport.chd.edu.cn
The methods for the recognition of driving characteristics, the research progress on driver
takeover ability, and the application of driving characteristics to the field of intelligent …

Human-like trajectory planning for autonomous vehicles based on spatiotemporal geometric transformation

Z Liu, J Chen, H Xia, F Lan - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
Human-driven vehicles and different levels of autonomous vehicles are expected to coexist
on roads in the future. However, autonomous systems behave differently from their human …

Characterization of the driving style by state–action semantic plane based on the bayesian nonparametric approach

X Qiao, L Zheng, Y Li, Y Ren, Z Zhang, Z Zhang, L Qiu - Applied Sciences, 2021 - mdpi.com
The quantification and estimation of the driving style are crucial to improve the safety on the
road and the acceptance of drivers with level2–level3 (L2–L3) intelligent vehicles. Previous …

Research on personalized control strategy of EHB system for consistent braking feeling considering driving behaviors

R Zhang, W Zhao, C Wang, K Tai - Energy, 2024 - Elsevier
Since the existing control strategy for electro-hydraulic composite braking (EHB) system is
essentially" vehicle-centered", it is liable to cause incompatibility with current driving …