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 video 1 .
翻译:在这项工作中,我们提出一种方法,将原始地理信息系统数据转化为实时道路交通模拟的现实操作模式,例如,拟议的原始模拟现成数据转换是通过几种曲线估计、内推/近似和集群办法实现的,获得的结果显示了我们的方法的绩效,并证明它适合真实的交通模拟假想情况,如本视频1所示。