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A Rapid Drift Modeling Method Based on Portable LiDAR Scanner

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Wydane w:International Journal of Advanced Computer Science and Applications vol. 16, no. 2 (2025)
1. autor: PDF
Wydane:
Science and Information (SAI) Organization Limited
Hasła przedmiotowe:
Measurement methods
Navigation systems
Accuracy
Underground mining
Simultaneous localization and mapping
Tunnels
Data processing
Data acquisition
Design engineering
Modelling
Laser applications
Geological surveys
Efficiency
High resolution
Portability
Lidar
Data collection
Inertial navigation
Safety management
Mines
Computer science
Systems stability
Mining
Automation
Localization
Geology
Lasers
Dostęp online:Citation/Abstract
Full Text - PDF
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Streszczenie:Traditional measurement methods in underground mining tunnels have faced inefficiencies, limited accuracy, and operational challenges, consuming significant time and labor in complex environments. These limitations severely restrict the efficiency and quality of mine management and engineering design. To enhance the efficiency and accuracy of 3D modeling in underground tunnels, this study combines portable 3D LiDAR scanning technology with simultaneous localization and mapping. This integration enables autonomous positioning and efficient modeling without external positioning signals. The proposed approach effectively acquires high-resolution 3D data in complex environments, ensuring data accuracy and model reliability. High-resolution scanning of multiple critical areas was conducted on-site, with inertial navigation systems correcting the device's pose information. Automated data processing software was used for filtering, denoising, and modeling the collected data, leading to precise 3D tunnel models. Validation results indicate that portable laser scanning technology offers significant advantages in efficiency, accuracy, and safety, meeting the geological surveying and engineering needs of mining operations. The application of portable 3D laser scanning technology demonstrates considerable benefits in the rapid modeling of underground tunnels, providing effective technical support to improve mine management efficiency and safety. It also reveals broad application prospects.
ISSN:2158-107X
2156-5570
DOI:10.14569/IJACSA.2025.0160231
Źródło:Advanced Technologies & Aerospace Database