Integrated simulation platform for conventional, connected and automated driving: A design from cyber–physical systems perspective

D Jia, J Sun, A Sharma, Z Zheng, B Liu - Transportation Research Part C …, 2021 - Elsevier
A comprehensive assessment of connected and automated driving is imperative before its
large-scale deployment in reality, which can be economically and effectively implemented …

Scenarionet: Open-source platform for large-scale traffic scenario simulation and modeling

Q Li, ZM Peng, L Feng, Z Liu, C Duan… - Advances in neural …, 2024 - proceedings.neurips.cc
Large-scale driving datasets such as Waymo Open Dataset and nuScenes substantially
accelerate autonomous driving research, especially for perception tasks such as 3D …

Development and application of an integrated traffic simulation and multi-driving simulators

J Sun, Z Ma, T Li, D Niu - Simulation Modelling Practice and Theory, 2015 - Elsevier
Professional virtual reality experiment tools, including driving simulators and traffic
simulators, have their strengths and weaknesses. The integration of the two simulators will …

Co-simulation platform for modeling and evaluating connected and automated vehicles and human behavior in mixed traffic

X Zhao, X Liao, Z Wang, G Wu, M Barth, K Han… - … International Journal of …, 2022 - sae.org
Modeling, prediction, and evaluation of personalized driving behaviors are crucial to
emerging advanced driver-assistance systems (ADAS) that require a large amount of …

AUTOSIM: automated urban traffic operation simulation via meta-learning

Y Qin, W Hua, J Jin, J Ge, X Dai, L Li… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
Online traffic simulation that feeds from online information to simulate vehicle movement in
real-time has recently seen substantial advancement in the development of intelligent …

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 …

A physical testbed for intelligent transportation systems

A Morrissett, R Eini, M Zaman, N Zohrabi… - … on Human System …, 2019 - ieeexplore.ieee.org
Intelligent transportation systems (ITSs) and other smart-city technologies are increasingly
advancing in capability and complexity. While simulation environments continue to improve …

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 …

Controllable Safety-Critical Closed-loop Traffic Simulation via Guided Diffusion

WJ Chang, F Pittaluga, M Tomizuka, W Zhan… - arXiv preprint arXiv …, 2023 - arxiv.org
Evaluating the performance of autonomous vehicle planning algorithms necessitates
simulating long-tail traffic scenarios. Traditional methods for generating safety-critical …

CAVSim: A microscope traffic simulator for connected and automated vehicles environment

J Zhang, C Chang, H Pei, X Peng, Y Guo… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
Connected and automated vehicles (CAVs) are expected to play a vital role in the next-
generation intelligent transportation system. In recent years, researchers have proposed …