Review and perspectives on driver digital twin and its enabling technologies for intelligent vehicles

Z Hu, S Lou, Y Xing, X Wang, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Digital Twin (DT) is an emerging technology and has been introduced into intelligent driving
and transportation systems to digitize and synergize connected automated vehicles …

Federated learning for connected and automated vehicles: A survey of existing approaches and challenges

VP Chellapandi, L Yuan, CG Brinton… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Machine learning (ML) is widely used for key tasks in Connected and Automated Vehicles
(CAV), including perception, planning, and control. However, its reliance on vehicular data …

Authority allocation strategy for shared steering control considering human-machine mutual trust level

Z Fang, J Wang, J Liang, Y Yan, D Pi… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Human-machine mutual trust has become one of the important factors restricting steer-by-
wire vehicles due to the removal of mechanical connections. To this end, this article …

ACP-incorporated perturbation-resistant neural dynamics controller for autonomous vehicles

Y Liufu, L Jin, M Shang, X Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Autonomous vehicle control systems are unavoidably influenced by diverse noise
perturbations from the unpredictable external environment and internal system. In this …

A human-machine shared control framework considering time-varying driver characteristics

Z Fang, J Wang, Z Wang, J Liang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The uncertainties of driver's behavior seriously affect road safety and bring significant
challenges to the human-machine cooperative control. This paper proposes a human …

Adaptive cost function-based shared driving control for cooperative lane-keeping systems with user-test experiments

MR Oudainia, C Sentouh, AT Nguyen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article presents a new shared control method with a dynamic driver-automation conflict
management for cooperative lane keeping systems (LKS) of automated vehicles. Based on …

An improved control-oriented tire model and its applications on intelligent vehicles

Q Shi, H Zhang - IEEE Transactions on Intelligent Vehicles, 2023 - ieeexplore.ieee.org
Tire characteristics highly influence vehicle dynamics and control performances. Although
extensive research in tire models has been carried out, a general control-oriented tire model …

Indirect shared control strategy for human-machine cooperative driving on hazardous curvy roads

X Zhao, Z Yin, Z He, L Nie, K Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Effective and friendly human-machine cooperative driving is considered as a feasible
solution to filling the gap between assisted driving and highly automated driving. This paper …

An active front steering system design considering the CAN network delay

Y Lu, J Liang, F Wang, G Yin, D Pi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The x-by-wire technology promotes the rapid development of intelligent vehicles, but it
comes with the network delays, which would deteriorate the control performance. Therefore …

Fuzzy Output Feedback Steering Control of Lane Keeping Assistance Systems With Aperiodic Sampling

W Li, X Wang, J Zhao, C Gao… - IEEE/ASME Transactions …, 2023 - ieeexplore.ieee.org
This article proposes a fuzzy output feedback steering control method for the vehicle lane
keeping assistance system with aperiodic sampling. First, considering parameter …