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Real-time three-dimensional map building method and device using three-dimensional lidar

机译:一种基于三维激光雷达的实时三维地图构建方法及装置

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)地图构建方法和装置包括使用附着在移动物体上的3D激光雷达作为体素获取的周围环境的3D地图数据,基于3D地图中表示为体素的所有3D点获取每个体素的特征值和特征向量, 在移动物体行进时,检测体素中与使用3D激光雷达新获取的3D数据的所有3D点相对应的3D对应点,计算旋转变换和平移变换,通过最小化由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, 以及基于旋转变换和平移变换更新三维地图数据。

著录项

  • 公开/公告号US11525923B2;US2022011525923B2;US11525923B2;US11525923

    专利类型

  • 公开/公告日2022-12-13

    原文格式PDF

  • 申请/专利权人 A.M.AUTONOMY CO. LTD.;

    申请/专利号US16565943;US201900016565943;US201916565943A;US201916565943

  • 发明设计人

    申请日2019-09-10

  • 分类号G01S17/89;G06T7/73;G01S7/481;G01S17/894;G06T19;G01S7/48;G06T15;

  • 国家

  • 入库时间 2024-06-14 23:45:28

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