Towards fully intelligent transportation through infrastructure-vehicle cooperative autonomous driving: Challenges and opportunities

S Liu, B Yu, J Tang, Q Zhu - 2021 58th ACM/IEEE Design …, 2021 - ieeexplore.ieee.org
The infrastructure-vehicle cooperative autonomous driving approach relies on the
cooperation between intelligent roads and intelligent vehicles. This approach is not only …

Honeycomb: Secure and Efficient {GPU} Executions via Static Validation

H Mai, J Zhao, H Zheng, Y Zhao, Z Liu, M Gao… - … USENIX Symposium on …, 2023 - usenix.org
Graphics Processing Units (GPUs) unlock emerging use cases like large language models
and autonomous driving. They process a large amount of sensitive data, where security is of …

A survey of fpga-based robotic computing

Z Wan, B Yu, TY Li, J Tang, Y Zhu… - IEEE Circuits and …, 2021 - ieeexplore.ieee.org
Recent researches on robotics have shown significant improvement, spanning from
algorithms, mechanics to hardware architectures. Robotics, including manipulators, legged …

Configuration and design schemes of environmental sensing and vehicle computing systems for automated driving: A review

T Meng, J Huang, CM Chew, D Yang… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
The recent proliferation of sensing and computing technologies has promoted the rapid
development of automated driving. A series of automated driving systems are consecutively …

Architecting efficient multi-modal aiot systems

X Hou, J Liu, X Tang, C Li, J Chen, L Liang… - Proceedings of the 50th …, 2023 - dl.acm.org
Multi-modal computing (M 2 C) has recently exhibited impressive accuracy improvements in
numerous autonomous artificial intelligence of things (AIoT) systems. However, this …

[HTML][HTML] On the simulation of shared autonomous micro-mobility

NC Sanchez, I Martinez, LA Pastor, K Larson - … in Transportation Research, 2022 - Elsevier
Fast urbanization and climate change require innovative systems for an efficient movement
of people and goods in cities. As trends towards vehicle-sharing, autonomous vehicles, and …

Communication challenges in infrastructure-vehicle cooperative autonomous driving: A field deployment perspective

S Liu, B Yu, J Tang, Y Zhu, X Liu - IEEE Wireless …, 2022 - ieeexplore.ieee.org
We have commercially deployed an infrastructure-vehicle cooperative autonomous driving
system and verified its superiority over on-vehicle only autonomous driving systems …

Autonomous vehicles digital twin: A practical paradigm for autonomous driving system development

B Yu, C Chen, J Tang, S Liu, JL Gaudiot - Computer, 2022 - ieeexplore.ieee.org
In this article, we share our real-world experiences of digital twin, a practical autonomous
driving system development paradigm, which generates an integral, comprehensive …

Data fusion in infrastructure-augmented autonomous driving system: Why? where? and how?

J Wang, Z Wang, B Yu, J Tang, SL Song… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
This article is the first to provide a thorough system design overview along with the fusion
methods selection criteria of a real-world cooperative autonomous driving system enabled …

Archytas: A framework for synthesizing and dynamically optimizing accelerators for robotic localization

W Liu, B Yu, Y Gan, Q Liu, J Tang, S Liu… - MICRO-54: 54th Annual …, 2021 - dl.acm.org
Despite many recent efforts, accelerating robotic computing is still fundamentally
challenging for two reasons. First, robotics software stack is extremely complicated …