Force-based heterogeneous traffic simulation for autonomous vehicle testing

Q Chao, X Jin, HW Huang, S Foong… - … on Robotics and …, 2019 - ieeexplore.ieee.org
Recent failures in real-world self-driving tests have suggested a paradigm shift from directly
learning in real-world roads to building a high-fidelity driving simulator as an alternative …

Force-driven traffic simulation for a future connected autonomous vehicle-enabled smart transportation system

Y Zhang, G Zhang, R Fierro… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Recent technology advances significantly push forward the development and the
deployment of the concept of smart, such as smart community and smart city. Smart …

A novel traffic simulation framework for testing autonomous vehicles using sumo and carla

P Li, A Kusari, DJ LeBlanc - arXiv preprint arXiv:2110.07111, 2021 - arxiv.org
Traffic simulation is an efficient and cost-effective way to test Autonomous Vehicles (AVs) in
a complex and dynamic environment. Numerous studies have been conducted for AV …

Distributed microscopic traffic simulation with human-in-the-loop enabled by virtual reality technologies

M Hasan, D Perez, Y Shen, H Yang - Advances in Engineering Software, 2021 - Elsevier
Microscopic traffic simulation (MTS) is the emulation of real-world traffic movements in a
virtual world with various traffic entities (eg, vehicles and pedestrians). Typically, the …

LimSim: A long-term interactive multi-scenario traffic simulator

L Wenl, D Fu, S Mao, P Cai, M Dou… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
With the growing popularity of digital twin and autonomous driving in transportation, the
demand for simulation systems capable of generating high-fidelity and reliable scenarios is …

A calibrated force-based model for mixed traffic simulation

Q Chao, P Liu, Y Han, Y Lin, C Li… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Virtual traffic benefits a variety of applications, including video games, traffic engineering,
autonomous driving, and virtual reality. To date, traffic visualization via different simulation …

Distributed real-time traffic simulation for autonomous vehicle testing in urban environments

C Sippl, B Schwab, P Kielar… - 2018 21st International …, 2018 - ieeexplore.ieee.org
This work presents a distributed real-time simulation setup for automated driving function
testing in urban environments. In the automotive domain, a large number of simulation …

Traffic participants in the loop: A mixed reality-based interaction testbed for the verification and validation of autonomous vehicles

MR Zofka, S Ulbrich, D Karl, T Fleck… - 2018 21st …, 2018 - ieeexplore.ieee.org
In order to verify and validate autonomous vehicles, testbeds integrating the whole system
from perception to actuation are necessary. Above all, this applies to the assessment of the …

Quantifying the impact of autonomous vehicles using microscopic simulations

H Xie, E Tanin, S Karunasekera, J Qi, R Zhang… - Proceedings of the 12th …, 2019 - dl.acm.org
We use traffic simulations to quantify the impact of autonomous vehicles in various traffic
scenarios, where vehicles at higher automation levels behave more opportunistically in car …

Modeling multi-vehicle interaction scenarios using gaussian random field

Y Guo, VV Kalidindi, M Arief, W Wang… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
Autonomous vehicles are expected to navigate in complex traffic scenarios with multiple
surrounding vehicles. The correlations between road users vary over time, the degree of …