the all-terrain mobile mapping robot can realize online autonomous 3d mapping in complex indoor and outdoor scenes. it is applied in various fields, such as firefighting, law enforcement, cases, coal mines, petrochemicals, and security, including unmanned mapping services for automated map construction and 3d reconstruction.