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REAL-TIME 3D MAPPING USING 3D-LIDAR

机译:使用3D-LIDAR进行实时3D映射

摘要

Real-time three-dimensional (3D) map building method and device using a 3D lidar includes representing 3D map data of a surrounding environment acquired by using a 3D lidar attached to a moving object as voxels, acquiring an eigenvalue and an eigenvector for each voxel based on all 3D points in a 3D map represented as the voxels, detecting a 3D corresponding point in the voxel corresponding to all the 3D points of 3D data newly acquired by using the 3D lidar while the moving object travels, calculating a rotation transformation and a translation transformation for minimizing an error by minimizing an inner product value between the eigenvector weighted by the eigenvalue of the voxel to which the 3D corresponding point belongs and a vector generated from a 3D corresponding point, and updating the 3D map data based on the rotation transformation and the translation transformation.
机译:使用3D激光雷达的实时三维(3D)地图构建方法和设备包括表示通过使用附着到运动对象的3D激光雷达作为体素获取的周围环境的3D地图数据,获取每个体素的特征值和特征向量基于表示为体素的3D地图中的所有3D点,检测与3D激光雷达在移动物体移动时新获取的3D数据的所有3D点相对应的体素中的3D对应点,并计算旋转变换和通过最小化通过将3D对应点所属的体素的特征值加权的特征向量与从3D对应点生成的向量之间的内积值来最小化误差的平移变换,并基于旋转变换更新3D地图数据以及翻译转换。

著录项

  • 公开/公告号US2020088882A1

    专利类型

  • 公开/公告日2020-03-19

    原文格式PDF

  • 申请/专利权人 A.M.AUTONOMY CO. LTD.;

    申请/专利号US201916565943

  • 发明设计人 YONGDEUK SHIN;

    申请日2019-09-10

  • 分类号G01S17/89;G01S7/481;G06T7/73;

  • 国家 US

  • 入库时间 2022-08-21 11:23:32

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