AVDM: A hierarchical command-and-control system architecture for cooperative autonomous vehicles in highways scenario using microscopic simulations
Sign Up to like & getrecommendations! Published in 2021 at "Autonomous Agents and Multi-Agent Systems"
DOI: 10.1007/s10458-021-09499-6
Abstract: Microscopic agent-based traffic simulation is an important tool for the efficient and safe resolution of various traffic challenges accompanying the introduction of autonomous vehicles on the roads. Both the variety of questions that can be… read more here.
Keywords: traffic; traffic simulation; control; scenario ... See more keywords
Alicante-Murcia Freeway Scenario: A High-Accuracy and Large-Scale Traffic Simulation Scenario Generated Using a Novel Traffic Demand Calibration Method in SUMO
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3126269
Abstract: The design, testing and optimization of Vehicle to Everything (V2X), connected and automated driving and Intelligent Transportation Systems (ITS) and technologies requires mobility traces and traffic simulation scenarios that can faithfully characterize the vehicular mobility… read more here.
Keywords: traffic demand; traffic; traffic simulation; scenario ... See more keywords
A Deep Learning-Based Framework for Intersectional Traffic Simulation and Editing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2018.2889834
Abstract: Most of existing traffic simulation methods have been focused on simulating vehicles on freeways or city-scale urban networks. However, relatively little research has been done to simulate intersectional traffic to date despite its broad potential… read more here.
Keywords: learning based; intersectional traffic; based framework; traffic simulation ... See more keywords
Link-based Traffic Estimation and Simulation for Road Networks using Electronic Registration Identification data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3171835
Abstract: Traffic estimation and traffic simulation are essential parts of the intelligent transportation system. In recent years, massive traffic data has brought many data-based traffic estimation methods, but few are utilized in traffic simulation. The cause… read more here.
Keywords: based traffic; traffic; traffic estimation; estimation ... See more keywords
Spatio‐temporal Keyframe Control of Traffic Simulation using Coarse‐to‐Fine Optimization
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14699
Abstract: We present a novel traffic trajectory editing method which uses spatio‐temporal keyframes to control vehicles during the simulation to generate desired traffic trajectories. By taking self‐motivation, path following and collision avoidance into account, the proposed… read more here.
Keywords: traffic; coarse fine; traffic simulation; optimization ... See more keywords