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A feature based LIDAR odometry framework implemented on MATLAB

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edge-plan-odometry

This work propose a matlab framwork for a feature based lidar Odometry.

It is highly inspired by Tixiao Shan and Brendan Englot's work: Lego LOAM (https://github.com/RobustFieldAutonomyLab/LeGO-LOAM)

recommended parameters

This framework can be used with Velodyne VLP-16 and Velodyne HDL-64. Here are the recommended parameters for both configurations:

  • VLP-16 : c_edge = 1, c_plane = 0.025, dist_threshold = 0.5
  • HDL-64 : c_edge = 0.2, c_plane = 0.025, dist_threshold = 0.2

current results

This is a plot on a KITTI dataset trajectory

drawing

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A feature based LIDAR odometry framework implemented on MATLAB

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