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 …
W Liu, M Hua, Z Deng, Z Meng, Y Huang… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Vehicle control is one of the most critical challenges in autonomous vehicles (AVs) and connected and automated vehicles (CAVs), and it is paramount in vehicle safety, passenger …
Deep learning has been widely used in intelligent vehicle driving perception systems, such as 3D object detection. One promising technique is Cooperative Perception, which …
K Yang, X Tang, S Qiu, S Jin, Z Wei… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Reinforcement learning (RL) methods are commonly regarded as effective solutions for designing intelligent driving policies. Nonetheless, even if the RL policy is converged after …
J Chen, H Zhang, G Yin - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
This paper studies the distributed dynamic event-triggered model predictive control (MPC) of vehicle platoon systems subject to denial-of-service (DoS) attacks and external …
J Han, Z Ju, X Chen, M Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With features of collaborative interaction and autonomous decision-making, connected and autonomous vehicles (CAVs) offer a viable solution for a sustainable and efficient future of …
B Deng, J Nan, W Cao, W Wang - … Communications Surveys & …, 2023 - ieeexplore.ieee.org
In the initial period of automobile development, the vast majority of researchers would never have guessed network communications would be applied to vehicles one day. After the …
J Cai, W Deng, H Guang, Y Wang, J Li, J Ding - Machines, 2022 - mdpi.com
Automated driving is a promising tool for reducing traffic accidents. While some companies claim that many cutting-edge automated driving functions have been developed, how to …
M Hu, J Li, Y Bian, J Wang, B Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The emerging connected automated vehicle (CAV) technique brings a new opportunity for the development of cooperative collision avoidance systems. This paper proposes a …