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Traffic Modeling with SUMO: a Tutorial

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arxiv 2304.05982 v2 pith:BBQHXMQ6 submitted 2023-03-01 cs.NI

Davide Andrea Guastella , Eladio Montero-Porras , Alejandro Morales-Hernández , Gianluca Bontempi This is my paper · ORCID
classification cs.NI
keywords trafficsumomodelsimulationdatausedaccuracyachieve
verification ladder T0 review T1 audit T2 compute T3 formal
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This paper presents a step-by-step guide to generating and simulating a traffic scenario using the open-source simulation tool SUMO. It introduces the common pipeline used to generate a synthetic traffic model for SUMO, how to import existing traffic data into a model to achieve accuracy in traffic simulation (that is, producing a traffic model which dynamics is similar to the real one). It also describes how SUMO outputs information from simulation that can be used for data analysis purposes.

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