Motion planning for autonomous driving: The state of the art and future perspectives

S Teng, X Hu, P Deng, B Li, Y Li, Y Ai… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Intelligent vehicles (IVs) have gained worldwide attention due to their increased
convenience, safety advantages, and potential commercial value. Despite predictions of …

V2v4real: A real-world large-scale dataset for vehicle-to-vehicle cooperative perception

R Xu, X Xia, J Li, H Li, S Zhang, Z Tu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Modern perception systems of autonomous vehicles are known to be sensitive to occlusions
and lack the capability of long perceiving range. It has been one of the key bottlenecks that …

HYDRO-3D: Hybrid object detection and tracking for cooperative perception using 3D LiDAR

Z Meng, X Xia, R Xu, W Liu, J Ma - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
3D-LiDAR-based cooperative perception has been generating significant interest for its
ability to tackle challenges such as occlusion, sparse point clouds, and out-of-range issues …

Transportation 5.0: The DAO to safe, secure, and sustainable intelligent transportation systems

FY Wang, Y Lin, PA Ioannou, L Vlacic… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In 2014, IEEE Intelligent Transportation Systems Society established a Technical Committee
on Transportation 5.0 with the mission of promoting and transforming the deployment of …

Chat with chatgpt on intelligent vehicles: An ieee tiv perspective

H Du, S Teng, H Chen, J Ma, X Wang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This letter reports on a TIV DHW (decentralized and hybrid workshop) that explores the
prospective influence of ChatGPT on research and development in intelligent vehicles. To …

A systematic survey of control techniques and applications in connected and automated vehicles

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 …

Integrated inertial-LiDAR-based map matching localization for varying environments

X Xia, NP Bhatt, A Khajepour… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Localization is critical for automated vehicles as it provides essential position, velocity, and
heading angle information to perform object tracking, trajectory prediction, motion planning …

Learning for vehicle-to-vehicle cooperative perception under lossy communication

J Li, R Xu, X Liu, J Ma, Z Chi, J Ma… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deep learning has been widely used in intelligent vehicle driving perception systems, such
as 3D object detection. One promising technique is Cooperative Perception, which …

Society-centered and DAO-powered sustainability in transportation 5.0: An intelligent vehicles perspective

Y Chen, H Zhang, FY Wang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
As economic and social activities continue to increase, transportation is increasingly
contributing to climate change, air pollution and other environmental damage. The growing …

Bridging the domain gap for multi-agent perception

R Xu, J Li, X Dong, H Yu, J Ma - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Existing multi-agent perception algorithms usually select to share deep neural features
extracted from raw sensing data between agents, achieving a trade-off between accuracy …