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Functional sensor modeling for automated highway system simulations

机译:用于自动公路系统仿真的功能传感器建模

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Abstract: Sensor technology plays a critical role in the operation of the Automated Highway System (AHS). The proposed concepts depend on a variety of sensors for positioning, lane- tracking, range and vehicle proximity. Since large substations of the AHS will be designed and evaluated in simulation before deployment, it is important that simulators make realistic sensor assumptions. Unfortunately, the current physical sensor models are inadequate for this task since they require detailed world state information that is unavailable in a simulated environment. In this paper, we present an open-ended, functional sensor hierarchy, incorporating geometric models and abstract noise characteristics, which can be used directly with current AHS tools. These models capture the aspects of sensing technology that are important to AHS concept design such as occlusion, and field of view restrictions, while ignoring physical-level details such as electromagnetic sensor reflections. Since the functional sensor models operate at the same level of granularity as the simulation platform, complete integration is assured. The hierarchy classifies sensors into functional groups. The models at a particular level incorporate characteristics that are common to all sensors in its subgroups. For example, range sensors have a parameter corresponding to a maximum effective range, while lane-trackers include information pertaining to lateral accuracy. !16
机译:摘要:传感器技术在自动公路系统(AHS)的运行中起着至关重要的作用。所提出的概念取决于用于定位,车道跟踪,范围和车辆接近度的各种传感器。由于AHS的大型变电站将在部署前通过仿真进行设计和评估,因此仿真器做出现实的传感器假设非常重要。不幸的是,当前的物理传感器模型不足以完成此任务,因为它们需要详细的世界状态信息,而这些信息在模拟环境中是不可用的。在本文中,我们提出了一个开放式的功能传感器层次结构,该结构包含几何模型和抽象噪声特征,可以直接与当前的AHS工具一起使用。这些模型捕获了对AHS概念设计非常重要的传感技术方面,例如遮挡和视场限制,同时忽略了诸如电磁传感器反射之类的物理级细节。由于功能传感器模型在与仿真平台相同的粒度级别上运行,因此可以确保完全集成。层次结构将传感器分为功能组。特定级别的模型合并了其子组中所有传感器共有的特征。例如,范围传感器具有与最大有效范围相对应的参数,而车道追踪器包括与横向精度有关的信息。 !16

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