Towards the next level of vehicle automation through cooperative driving: A roadmap from planning and control perspective

H Wang, Y Feng, Y Tian, Z Wang, J Hu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cooperative Driving Automation (CDA) stands at the forefront of the evolving landscape of
vehicle automation, elevating driving capabilities within intricate real-world environments …

Eco-approach at an isolated actuated signalized intersection: Aware of the passing time window

J Hu, S Li, H Wang, Z Wang, MJ Barth - Journal of Cleaner Production, 2024 - Elsevier
Isolated actuated signalized intersection is a pressing challenge for conventional eco-
approach methods, due to the ever-changing signal timing strategy. This research proposes …

Optimal Energy Management of Plug-in Hybrid Electric Vehicles Through Ensemble Reinforcement Learning With Exploration-to-Exploitation Ratio Control

B Shuai, M Hua, Y Li, S Shuai, H Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Reinforcement learning (RL) has demonstrated its advantages in the intelligent control of
many vehicle systems. However, controlling the exploration-to-exploitation (E2E) ratio of RL …

Beyond 1D and oversimplified kinematics: A generic analytical framework for surrogate safety measures

S Li, M Anis, D Lord, H Zhang, Y Zhou, X Ye - Accident Analysis & …, 2024 - Elsevier
This paper presents a generic analytical framework tailored for surrogate safety measures
(SSMs) that is versatile across various highway geometries, capable of encompassing …

[HTML][HTML] Cooperative CAV mandatory lane-change control enabled by V2I

R Yi, Y Yao, F Pu, Y Zhou, X Wang - Communications in Transportation …, 2024 - Elsevier
This paper presents a spatially formulated cooperative dynamic mandatory connected
automated vehicle (CAV) lane-changing and car-following approach on curved highways …

Discrete macroscopic traffic flow model considering the lane-changing behaviors in the mixed traffic environment

Y Zhang, XT Yang - Transportation Research Part C: Emerging …, 2024 - Elsevier
In the foreseeable future, the coexistence of Connected and Automated Vehicles (CAVs)
and Human-Driven Vehicles (HVs) will continue to be a feature of the traffic landscape for an …

A Simulation Platform for Truck Platooning Evaluation in an Interactive Traffic Environment

J Hu, X Yan, G Wang, M Tu, X Zhang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Truck platooning is a promising technology in freight transport. To commercialize truck
platooning as early as possible, its evaluation is in urgent need. For truck platooning …

Incentive Mechanism for Privacy-Preserving Collaborative Routing Using Secure Multi-Party Computation and Blockchain

C Wang, S Peeta - Sensors, 2024 - mdpi.com
Traffic congestion results from the spatio-temporal imbalance of demand and supply. With
the advances in connected technologies, incentive mechanisms for collaborative routing …

Vehicles Swarm Intelligence: Cooperation in both Longitudinal and Lateral Dimensions

J Hu, N Zhang, H Wang, B Gao, T Jiang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Longitudinal-only platooning methods are facing great challenges on running mobility, since
they may be impeded by slow-moving vehicles from time to time. To address this issue, this …

Multi-Vehicle Collaborative Lane Changing Based on Multi-Agent Reinforcement Learning

X Zhang, S Li, B Wang, M Xue, Z Li… - 2024 IEEE Intelligent …, 2024 - ieeexplore.ieee.org
Achieving safe lane changing is a crucial function of autonomous vehicles, with the
complexity and uncertainty of interaction involved. Learning-based approaches and vehicle …