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License: CC BY NC
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PhysicalObject . 2025
License: CC BY NC
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A Simulation-based Benchmark for LiDAR SLAM in featureless Tunnels with a novel Robustness Evaluation

Authors: Cao, Qiuyi; Grubmüller, Stephanie; Dikic, Berin; Wenighofer, Robert; Innerwinkler, Pamela; Sikic, Haris; Veas, Eduardo;

A Simulation-based Benchmark for LiDAR SLAM in featureless Tunnels with a novel Robustness Evaluation

Abstract

The simulated environment is part of the tunnel system in the Zentrum am Berg (ZaB), located within the terraced mining area of Erzberg, near Eisenerz in Austria. The ZaB facility offers a total length of 4 km of tunnels and mining galleries for testing and training. Our proposed tunnel model covers 1.5 km of it and comprises 2 parallel highway tunnels and 2 parallel railway tunnels, interconnected by cross passages and galleries. The tunnels are around 8 (railway) or 10 meters (highway) wide and 7 meters high with flat terrain and slight curvature. Unlike the mining tunnels in the SubT-Tunnel dataset, characterized by abundant planar and edge features, ZaB is a traffic tunnel system with a highly simplified architectural structure, lacking distinguished construction elements such as platforms or columns. It inherently exhibits large-scale homogeneous characteristics. Quick start • Install Gazebo Ignition • Download the ZaB-Model folder • Get into the /ZaB_Model/models/ folder • Start the simulaiton with the command: ign gazebo -v 4 -r zab_vehicle.sdf

Keywords

Mesh, LiDAR, ROS/ROS2, Tunnel, Gazebo, SubT, 3DModel, SLAM, Robotics, Simulation

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average