VUEMS: a virtual urban environment modeling system

S. Donikian
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引用次数: 52

Abstract

The Praxitele project is responsible for the design of a new kind of transportation in an urban environment, which consists of a fleet of electric public cars. The realization of such a project requires experimentations with the behaviour of autonomous vehicles in the urban environment. It was necessary to design a virtual urban environment in which simulations could be done. Reproducing the real traffic of a city as completely as possible, implies the simulation of autonomous entities like living beings. Such entities are able to perceive their environment, to communicate with other creatures and to execute some actions either on themselves or on their environment. Interactions between an object and its environment are, most of the time, very simple: sensors and actuators are reduced to minimal capabilities which permit them only to avoid obstacles in a 2D or 3D world. This is due to the fact that databases for virtual environments are often confined to the geometric level, when they must also contain physical, topological and semantic information. Accordingly, we propose a model which is designed to connect different levels of representation, by assembling geometric, topological and semantic data in the field of traffic simulation, and its implementation in VUEMS, a Modelling System of Urban Road Network. From real world data (when available), we construct a model of the virtual urban environment, integrating all the information needed to describe the realistic behaviour of car drivers and pedestrians.
VUEMS:虚拟城市环境建模系统
Praxitele项目负责在城市环境中设计一种新型交通工具,它由一组电动公共汽车组成。实现这样一个项目需要对自动驾驶汽车在城市环境中的行为进行实验。有必要设计一个可以进行模拟的虚拟城市环境。尽可能完整地再现一个城市的真实交通,意味着模拟像生物一样的自主实体。这些实体能够感知他们的环境,与其他生物交流,并对自己或他们的环境执行一些行动。大多数情况下,物体与其环境之间的交互非常简单:传感器和执行器的功能被降低到最低限度,只能让它们避开2D或3D世界中的障碍物。这是因为虚拟环境的数据库通常局限于几何级别,而它们还必须包含物理、拓扑和语义信息。因此,我们提出了一个模型,旨在通过整合交通仿真领域的几何、拓扑和语义数据来连接不同层次的表示,并在城市道路网络建模系统VUEMS中实现。根据现实世界的数据(如果有的话),我们构建了一个虚拟城市环境的模型,整合了描述汽车司机和行人的现实行为所需的所有信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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