[HTML][HTML] Recent advances in connected and automated vehicles

D Elliott, W Keen, L Miao - journal of traffic and transportation engineering …, 2019 - Elsevier
Connected and automated vehicle (CAV) is a transformative technology that has great
potential to change our daily life. Therefore, CAV related research has been advanced …

Planning and decision-making for connected autonomous vehicles at road intersections: A review

S Li, K Shu, C Chen, D Cao - Chinese Journal of Mechanical Engineering, 2021 - Springer
Planning and decision-making technology at intersections is a comprehensive research
problem in intelligent transportation systems due to the uncertainties caused by a variety of …

A motion planning and tracking framework for autonomous vehicles based on artificial potential field elaborated resistance network approach

Y Huang, H Ding, Y Zhang, H Wang… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
This paper presents a novel motion planning and tracking framework for automated vehicles
based on artificial potential field (APF) elaborated resistance approach. Motion planning is …

Autonomous driving motion planning with constrained iterative LQR

J Chen, W Zhan, M Tomizuka - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Motion planning is a core technique for autonomous driving. Nowadays, there still exists a
lot of challenges in motion planning for autonomous driving in complicated environments …

A novel local motion planning framework for autonomous vehicles based on resistance network and model predictive control

Y Huang, H Wang, A Khajepour, H Ding… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
This paper presents a novel local motion planning framework in a hierarchical manner for
autonomous vehicles to follow a trajectory and agilely avoid obstacles. In the upper layer, a …

Epsilon: An efficient planning system for automated vehicles in highly interactive environments

W Ding, L Zhang, J Chen, S Shen - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we present an efficient planning system for automated vehicles in highly
interactive environments (EPSILON). EPSILON is an efficient interaction-aware planning …

Attention-based hierarchical deep reinforcement learning for lane change behaviors in autonomous driving

Y Chen, C Dong, P Palanisamy… - Proceedings of the …, 2019 - openaccess.thecvf.com
Performing safe and efficient lane changes is a crucial feature for creating fully autonomous
vehicles. Recent advances have demonstrated successful lane following behavior using …

Distributed conflict resolution for connected autonomous vehicles

C Liu, CW Lin, S Shiraishi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper proposes a novel communication-enabled distributed conflict resolution
mechanism in order for a group of connected autonomous vehicles to navigate safely and …

Sine resistance network-based motion planning approach for autonomous electric vehicles in dynamic environments

T Huang, H Pan, W Sun, H Gao - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article proposes a motion planning approach for autonomous electric vehicles to
generate an appropriate planned path according to the time-varying surrounding …

A decoupled trajectory planning framework based on the integration of lattice searching and convex optimization

Y Meng, Y Wu, Q Gu, L Liu - IEEE Access, 2019 - ieeexplore.ieee.org
This paper presents a decoupled trajectory planning framework based on the integration of
lattice searching and convex optimization for autonomous driving in structured …