Cellular automata-based modeling and simulation of the mixed traffic flow of vehicle platoon and normal vehicles

L Zhu, Y Tang, D Yang - Physica A: Statistical Mechanics and Its …, 2021 - Elsevier
The development of autonomous driving technology and communication technology has
made it possible for the realization of vehicle platoon. In the future, for a long time, there will …

Real-time road safety optimization through network-level data management

L Muthugama, H Xie, E Tanin, S Karunasekera - GeoInformatica, 2023 - Springer
With the increasing connectedness of vehicles, real-time spatio-temporal data can be
collected from citywide road networks. Innovative data management solutions can process …

Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection management

L Muthugama, H Xie, E Tanin, S Karunasekera… - Proceedings of the 30th …, 2022 - dl.acm.org
With increasing connectivity and autonomy in traffic eco-systems, Autonomous Intersection
Management (AIM) has attracted strong attention from the research community. AIM helps …