Litcius/Paper detail

Advancements in underground mine surveys by using SLAM-enabled handheld laser scanners

Artu Ellmann, Kaia Kütimets, Sander Varbla, Erik Väli, Sander Kanter

2021Survey Review21 citationsDOI

Abstract

Applicability of SLAM (simultaneous localization and mapping) technology for mine surveys and subsequent 3D modelling of post-extracted surfaces is assessed. The resulting surface geometry is validated via terrestrial laser scanner (TLS) acquired reference data. Typical discrepancies remained within 2 and 5 cm in horizontal and vertical directions, respectively. Discrepancies between TLS, SLAM-enabled handheld scanner and conventional surveying results are small and fully satisfy the contemporary accuracy requirements, yet evidence that the conventional mine survey results are affected by the subjectivity of the surveyors. The SLAM-enabled laser scanning hence appears to be the most suitable method for underground mining surveys.

Topics & Concepts

Laser scanningSimultaneous localization and mappingScannerMobile deviceMobile mappingRemote sensingComputer scienceComputer visionLidarLaserArtificial intelligenceGeographyGeologyMobile robotPoint cloudOpticsRobotPhysicsOperating system3D Surveying and Cultural HeritageRemote Sensing and LiDAR ApplicationsRobotics and Sensor-Based Localization