The current lack of reference datasets of road traffic mobility for network simulation jeopardizes the reliability and reproducibility of vehicular networking research. We contribute to the ongoing effort to develop dependable and publicly available mobility traces, by (i) implementing an original version of the SUMO road network conversion tool that allows importing OSM data in a neat, automated fashion, (ii) generating an original dataset of road traffic in Bologna, Italy, (iii) providing a novel validation methodology that builds on open data provided by navigation service, which we leverage to assess the quality of the proposed Bologna dataset. These three contributions are expected to benefit the whole research community, since they do not only provide a new, ready-to-use, realistic dataset that can be input to network simulators, but also ease the generation and validation of further vehicular mobilitytraces for networking research.
The Bologna ringway dataset: improving road network conversion in SUMO and validating urban mobility via navigation services
IEEE Transactions on Vehicular Technology, 2015, ISSN: 0018-9545
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