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If I recall correctly, gmapping doesn't support mapping with a tilted laser scanner. It should be perpendicular to the ground or otherwise not see something like ground or ceiling every scan, otherwise the scan matching will not work properly.

If you really want to keep your laser tilted, you'll need to do something to filter the ground plane out of the scans.

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