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Adaptive mapping for navigating autonomous vehicles in response to changes in the physical environment

机译:自适应映射,用于响应物理环境的变化来导航自动驾驶汽车

摘要

Various embodiments generally relate to autonomous vehicles and associated mechanical, electrical and electronic hardware, computer software and systems, and wired and wireless to provide map data for autonomous vehicles. Related to network communication. In particular, the method includes accessing a subset of the plurality of types of sensor data, and forming the aligned sensor data based on the plurality of types of sensor data and the subset of sensor data relative to the global coordinate system. Aligning and generating a data set of 3D map data. The method further includes detecting changes in the data for at least two data sets of the 3D map data and applying the changes in the data to form updated 3D map data. A change in data can represent a change in state in an environment where sensor data is sensed. Environmental state changes may be associated with the presence or absence of objects placed therein.
机译:各个实施例通常涉及自动驾驶车辆以及相关的机械,电气和电子硬件,计算机软件和系统,以及有线和无线以为自动驾驶车辆提供地图数据。与网络通讯有关。特别地,该方法包括访问多种类型的传感器数据的子集,以及基于多种类型的传感器数据和相对于全局坐标系的传感器数据的子集来形成对准的传感器数据。对齐并生成3D地图数据的数据集。该方法进一步包括检测至少三个3D地图数据的数据集的数据中的变化,并且将数据中的变化应用于形成更新的3D地图数据。数据变化可以表示在感测传感器数据的环境中状态的变化。环境状态的变化可能与放置在其中的物体的存在与否有关。

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