Review and perspectives on driver digital twin and its enabling technologies for intelligent vehicles

Z Hu, S Lou, Y Xing, X Wang, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Digital Twin (DT) is an emerging technology and has been introduced into intelligent driving
and transportation systems to digitize and synergize connected automated vehicles …

Federated vehicular transformers and their federations: Privacy-preserving computing and cooperation for autonomous driving

Y Tian, J Wang, Y Wang, C Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Cooperative computing is promising to enhance the performance and safety of autonomous
vehicles benefiting from the increase in the amount, diversity as well as scope of data …

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 …

Parallel driving OS: A ubiquitous operating system for autonomous driving in CPSS

L Chen, Y Zhang, B Tian, Y Ai, D Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid development of autonomous driving technologies, a vast array of autonomous
driving algorithms and platforms have emerged. These algorithms and platforms are usually …

New control paradigm for industry 5.0: From big models to foundation control and management

FY Wang - IEEE/CAA Journal of Automatica Sinica, 2023 - ieeexplore.ieee.org
Do we need a fundamental change in our professional culture and knowledge foundation for
control and automation? If so, what are necessary and critical steps we must take to ensure …

Parallel vision for intelligent transportation systems in metaverse: Challenges, solutions, and potential applications

H Zhang, G Luo, Y Li, FY Wang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Metaverse and intelligent transportation system (ITS) are disruptive technologies that have
the potential to transform the current transportation system by decreasing traffic accidents …

HiVeGPT: Human-machine-augmented intelligent vehicles with generative pre-trained transformer

J Zhang, J Pu, J Xue, M Yang, X Xu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Recently, a chat generative pre-trained transformer (ChatGPT) attracts widespread attention
in the academies and industries because of its powerful conversational ability with human …

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 …

Uncertainty-aware model-based reinforcement learning: Methodology and application in autonomous driving

J Wu, Z Huang, C Lv - IEEE Transactions on Intelligent Vehicles, 2022 - ieeexplore.ieee.org
To further improve learning efficiency and performance of reinforcement learning (RL), a
novel uncertainty-aware model-based RL method is proposed and validated in autonomous …

问答ChatGPT 之后: 超大预训练模型的机遇和挑战

卢经纬, 郭超, 戴星原, 缪青海, 王兴霞, 杨静, 王飞跃 - 自动化学报, 2023 - aas.net.cn
超大预训练模型(Pre-trained model, PTM) 是人工智能领域近年来迅速崛起的研究方向,
在自然语言处理(Natural language processing, NLP) 和计算机视觉等多种任务中达到了有史 …