Abstract
Road networks exist in the form of polylines with attributes within the GIS databases. Such a representation renders the geographic data impracticable for 3D road traffic simulation. In this work, we propose a method to transform raw GIS data into a realistic, operational model for real-time road traffic simulation. For instance, the proposed raw to simulation ready data transformation is achieved through several curvature estimation, interpolation/approximation, and clustering schemes. The obtained results show the performance of our approach and prove its adequacy to real traffic simulation scenario as can be seen in this video1
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Amara, Y., Amamra, A., Daheur, Y., & Saichi, L. (2019). A GIS data realistic road generation approach for traffic simulation. In Proceedings of the 2019 Federated Conference on Computer Science and Information Systems, FedCSIS 2019 (pp. 385–390). Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.15439/2019F223
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