Machine learning-based traffic prediction models for intelligent transportation systems
Abstract Intelligent Transportation Systems (ITS) have attracted an increasing amount of
attention in recent years. Thanks to the fast development of vehicular computing hardware …
attention in recent years. Thanks to the fast development of vehicular computing hardware …
Traffic simulation: an analytical review
S Dorokhin, A Artemov, D Likhachev… - IOP Conference …, 2020 - iopscience.iop.org
The constant increase in the number of cars in cities causes transportation problems that
make it necessary to optimize the road network so as to satisfy the transport needs of the …
make it necessary to optimize the road network so as to satisfy the transport needs of the …
A comparative study of urban road traffic simulators
Road traffic management has become a worldwide concern. Several traffic simulators have
been developed in order to contribute to solving traffic congestion problems. Comparative …
been developed in order to contribute to solving traffic congestion problems. Comparative …
Congestion effects of autonomous taxi fleets
Abstract Fleets of shared Autonomous Vehicles (AVs) could replace private cars by
providing a taxi-like service but at a cost similar to driving a private car. On the one hand …
providing a taxi-like service but at a cost similar to driving a private car. On the one hand …
[HTML][HTML] Optimizing vehicle dynamics co-simulation performance by introducing mesoscopic traffic simulation
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 …
to test cooperative or perception-based driver assistance functions. On the other hand …
Building a large-scale micro-simulation transport scenario using big data
A large-scale agent-based microsimulation scenario including the transport modes car, bus,
bicycle, scooter, and pedestrian, is built and validated for the city of Bologna (Italy) during …
bicycle, scooter, and pedestrian, is built and validated for the city of Bologna (Italy) during …
Cybersecurity on connected and automated transportation systems: A survey
Connected and automated vehicles (CAVs) provide various valuable and advanced
services to manufacturers, owners, mobility service providers, and transportation authorities …
services to manufacturers, owners, mobility service providers, and transportation authorities …
Simulation of traffic flows optimization in road networks using electrical analogue model
V Danchuk, O Bakulich, S Taraban… - Energy Management of …, 2019 - Springer
The electrical analogue model for the analysis and optimization of traffic flows in the urban
road network has been improved. Implementation method for the simulation model, which is …
road network has been improved. Implementation method for the simulation model, which is …
Towards multi-agent simulation of the dynamic vehicle routing problem in matsim
The paper presents the idea and the initial outcomes of integrating MATSim, a multi-agent
transport simulation system, with the DVRP Optimizer, an application for solving the …
transport simulation system, with the DVRP Optimizer, an application for solving the …
A novel simulation framework for the design and testing of advanced driver assistance systems
FA Schiegg, J Krost, S Jesenski… - 2019 IEEE 90th Vehicular …, 2019 - ieeexplore.ieee.org
The number and complexity of newly developed automated driving systems has been
constantly rising over the past decade. Especially the introduction of vehicle-to-everything …
constantly rising over the past decade. Especially the introduction of vehicle-to-everything …