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Any elegant way of concatenating Pointcloud from multiple solid state Lidars ?

  1. https://github.com/tomlogan501/pointcloud_merger

  2. https://github.com/Atellas23/pointcloud_concatenate

I am attempting to combine data from 4 lidars (Front , back , left and right )

Tried a simple concatenation of the lidar data , taking into consideration the extrinsics of the lidars .
But the resulting lidar pointcloud is not having data similar to a traditional mechanical lidar , we see the scan lines overlapping .

This is causing issue with odometry https://github.com/cuge1995/SC-FLOAM , I am testing with FLOAM , and as FLOAM primarily works by extracting the Edge points and Planar surfaces , this kind of concatenated pointcloud is not doing too well .

Its eventually resulting in a crooked odometry which is not useful .

Kindly shed some light on an alternative approach .

Asked by chrissunny94 on 2023-08-10 00:32:36 UTC

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