Development of a traffic simulation for the intelligent disposition of autonomous vehicles [article]

Käufer, Adrian Berisha, Benedikt Grau, Dimitrios Lagamtzis, Andreas Rößler
2020 Figshare  
In this paper, a simplified way for communities andresearchers to set up a full traffic representation of an urbancity in SUMO is provided. With this simulation, research on awide scale of scenarios is possible. The city of Mannheim servesas a base structure for modelling a traffic environment and thismodel is then used for testing different traffic situations andoptimizations. The combined causality of autonomous vehiclesas well as major events that bring along a large number ofpeople with
more » ... sportation needs are given as use cases by theassociated work. It is also shown that it is possible to integratefurther technologies like reinforcement learning in the simulation.With this toolchain the traffic situations can be optimized for anycity and changed to a better way of sustainable co-living.
doi:10.6084/m9.figshare.12229337.v1 fatcat:k6vdunmlifbrlnezro34v3px4e