Milestones in autonomous driving and intelligent vehicles: Survey of surveys

L Chen, Y Li, C Huang, B Li, Y Xing… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Interest in autonomous driving (AD) and intelligent vehicles (IVs) is growing at a rapid pace
due to the convenience, safety, and economic benefits. Although a number of surveys have …

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 …

Secure operations of connected and autonomous vehicles

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 …

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 …

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 …

When does Sora show: The beginning of TAO to imaginative intelligence and scenarios engineering

FY Wang, Q Miao, L Li, Q Ni, X Li, J Li… - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
During our discussion at workshops for writing “What Does ChatGPT Say: The DAO from
Algorithmic Intelligence to Linguistic Intelligence”[1], we had expected the next milestone for …

End-to-end autonomous driving: Challenges and frontiers

L Chen, P Wu, K Chitta, B Jaeger, A Geiger… - arXiv preprint arXiv …, 2023 - arxiv.org
The autonomous driving community has witnessed a rapid growth in approaches that
embrace an end-to-end algorithm framework, utilizing raw sensor input to generate vehicle …

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 …

Milestones in autonomous driving and intelligent vehicles—part 1: Control, computing system design, communication, hd map, testing, and human behaviors

L Chen, Y Li, C Huang, Y Xing, D Tian… - … on Systems, Man …, 2023 - ieeexplore.ieee.org
Interest in autonomous driving (AD) and intelligent vehicles (IVs) is growing at a rapid pace
due to the convenience, safety, and economic benefits. Although a number of surveys have …

VistaGPT: Generative parallel transformers for vehicles with intelligent systems for transport automation

Y Tian, X Li, H Zhang, C Zhao, B Li… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Diverse transport demands have resulted in the wide existence of heterogeneous vehicle
automation systems. While these systems have demonstrated effectiveness, they also pose …