Traffic Modeling with SUMO: a Tutorial
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2023
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| Subjects: | |
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| _version_ | 1866913673427025920 |
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| author | Guastella, Davide Andrea Montero-Porras, Eladio Morales-Hernández, Alejandro Bontempi, Gianluca |
| author_facet | Guastella, Davide Andrea Montero-Porras, Eladio Morales-Hernández, Alejandro Bontempi, Gianluca |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2304_05982 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Traffic Modeling with SUMO: a Tutorial Guastella, Davide Andrea Montero-Porras, Eladio Morales-Hernández, Alejandro Bontempi, Gianluca Networking and Internet Architecture 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. |
| title | Traffic Modeling with SUMO: a Tutorial |
| topic | Networking and Internet Architecture |
| url | https://arxiv.org/abs/2304.05982 |