D Xu, Y Chen, B Ivanovic… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Simulation is the key to scaling up validation and verification for robotic systems such as autonomous vehicles. Despite advances in high-fidelity physics and sensor simulation, a …
Connected and automated vehicle technologies are widely expected to revolutionize transport systems, enhancing the mobility and quality of life while reducing the …
J Sun, J Kim - IEEE Transactions on Intelligent Transportation …, 2023 - ieeexplore.ieee.org
This paper aims to model network-wide vehicle movements and traffic state evolution by considering the interactions among vehicles and link traffic conditions through a multi-agent …
WJ Chang, Y Hu, C Li, W Zhan… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
Simulation has played an important role in efficiently evaluating self-driving vehicles in terms of scalability. Existing methods mostly rely on heuristic-based simulation, where traffic …
K Ramamohanarao, H Xie, L Kulik… - ACM Transactions on …, 2016 - dl.acm.org
Microscopic traffic simulators are important tools for studying transportation systems as they describe the evolution of traffic to the highest level of detail. A major challenge to …
H Naing, W Cai, N Hu, T Wu, L Yu - Proceedings of the 2021 ACM …, 2021 - dl.acm.org
With the increasing popularity of Digital Twin, there is an opportunity to employ deep learning models in symbiotic simulation system. Symbiotic simulation can replicate multiple …
Connected and automated vehicles (CAVs) can bring safety, mobility, and energy benefits to transportation systems. Ideally, CAV applications would be fully evaluated and validated …
D Cui, Y Shen, H Yang, Z Huang… - Transportation …, 2023 - journals.sagepub.com
Autonomous vehicles (AVs) and cooperative automated vehicles (CAVs) are expected to largely reshape our mobility systems. The limited deployment of AVs and CAVs on roads …
A Keler, J Kaths, F Chucholowski… - 2018 21st …, 2018 - ieeexplore.ieee.org
Urban environments often imply complex transportation infrastructures with manifold different traffic participant using various modes of transport. These traffic participants interact …