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Enhancing Autonomous Truck Navigation with Ultra-Wideband Technology in Industrial Environments
Pairoj Waiwanijchakij1, Thanapat Chotsiri1, Pisit Janpangngern1
1School of Electronic Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand.
Ultra-Wideband (UWB) technology offers superior positioning accuracy for autonomous industrial trucks, outperforming GPS and LiDAR. Its reliability in challenging factory conditions revolutionizes industrial automation safety and efficiency.
Area of Science:
- Robotics and Automation
- Sensor Technology
- Industrial Engineering
Background:
- Autonomous industrial trucks require precise positioning for safe and efficient operation.
- Conventional systems like GPS, LiDAR, and cameras face limitations in industrial environments.
- Ultra-Wideband (UWB) technology presents a potential solution for enhanced navigation.
Purpose of the Study:
- To evaluate the effectiveness of UWB technology for autonomous industrial truck positioning.
- To compare UWB performance against GPS, LiDAR, and camera systems.
- To assess UWB accuracy and reliability under various industrial conditions.
Main Methods:
- Conducted experiments in a real factory environment with autonomous industrial trucks.
- Assessed UWB positioning accuracy at different distances and under diverse conditions.
- Compared UWB performance with GPS, LiDAR, and camera systems, noting environmental impacts.
Main Results:
- UWB achieved 0.2 cm accuracy 99% of the time, significantly outperforming GPS (10 cm) and LiDAR (5 cm).
- UWB maintained high accuracy in environments with metallic interference and non-line-of-sight issues.
- GPS and LiDAR efficacy decreased by 40% and 25% respectively in challenging conditions where UWB excelled.
Conclusions:
- UWB technology demonstrates superior accuracy and reliability for autonomous industrial trucks compared to conventional systems.
- UWB's robustness in adverse industrial environments makes it ideal for enhancing operational safety and efficiency.
- UWB offers low power consumption and efficient multi-user operation without interference, paving the way for advanced industrial automation.
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