[HTML][HTML] Optimizing vehicle dynamics co-simulation performance by introducing mesoscopic traffic simulation

B Varga, D Doba, T Tettamanti - Simulation modelling practice and theory, 2023 - Elsevier
Microscopic traffic simulation is often used in conjunction with vehicle dynamics simulation
to test cooperative or perception-based driver assistance functions. On the other hand …

Bits: Bi-level imitation for traffic simulation

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 …

Human factors in modelling mixed traffic of traditional, connected, and automated vehicles

A Sharma, Y Ali, M Saifuzzaman, Z Zheng… - Advances in Human …, 2018 - Springer
Connected and automated vehicle technologies are widely expected to revolutionize
transport systems, enhancing the mobility and quality of life while reducing the …

Toward Data-Driven Simulation of Network-Wide Traffic: A Multi-Agent Imitation Learning Approach Using Urban Vehicle Trajectory Data

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 …

Analyzing and enhancing closed-loop stability in reactive simulation

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 …

Smarts: Scalable microscopic adaptive road traffic simulator

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 …

Data-driven microscopic traffic modelling and simulation using dynamic lstm

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 …

Real-sim interface: Enabling multi-resolution simulation and x-in-the-loop development for connected and automated vehicles

Y Shao, D Deter, A Cook, CR Wang… - … International Journal of …, 2022 - sae.org
Connected and automated vehicles (CAVs) can bring safety, mobility, and energy benefits to
transportation systems. Ideally, CAV applications would be fully evaluated and validated …

Extensible co-simulation framework for supporting cooperative driving automation research

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 bicycle simulator for experiencing microscopic traffic flow simulation in urban environments

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 …