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RADAR-BASED INDOOR LOCALIZATION AND TRACKING SYSTEM

机译:基于雷达的室内定位和跟踪系统

摘要

Embodiments of the present disclosure describe mechanisms for a radar-based indoor localization and tracking system. One example can include monitoring unit that includes a radar source, a camera unit, and one or more processors coupled to the radar element and the camera unit. The monitoring unit is configured to generate point cloud data associated with an object; execute Point Cloud Library (PCL) preprocessing based, at least, on the point cloud data; execute Density-Based Spatial Clustering of Applications with Noise (DBSCAN) clustering; execute multi-object tracking on the object; and execute an image PCL overlay based on the point cloud data to generate real-time data associated with the object.
机译:本公开的实施例描述了基于雷达的室内定位和跟踪系统的机制。一个示例可以包括监视单元,其包括雷达源,相机单元和耦合到雷达元件和相机单元的一个或多个处理器。监控单元被配置为生成与对象相关联的点云数据;至少基于点云数据执行点云库(PCL)预处理;执行噪声(DBSCAN)群集的应用程序的基于密度的空间聚类;在对象上执行多对象跟踪;基于点云数据执行图像PCL覆盖,以生成与对象相关联的实时数据。

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