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Optimization of UWB Base Station Deployment for Formwork Scaffolds in Underground Construction with Sub-Meter
Gang Yao1,2, Lang Liu1,2, Yang Yang1,2
1School of Civil Engineering, Chongqing University, Chongqing 400045, China.
Optimizing ultra-wideband (UWB) anchor placement in metal-rich underground construction scaffolds improves 3D positioning accuracy. Proper anchor height and spacing achieve sub-meter accuracy, crucial for worker safety systems.
Area of Science:
- Construction Safety Engineering
- Wireless Positioning Systems
- Geospatial Data Science
Background:
- Fall-from-height incidents in underground construction are linked to formwork scaffold operations.
- Dense steel structures in scaffolds create significant non-line-of-sight (NLOS) and multipath interference, degrading positioning accuracy.
- Ultra-wideband (UWB) technology's performance in these challenging environments requires specific deployment optimization.
Purpose of the Study:
- To investigate and quantify the impact of physical deployment parameters on UWB positioning accuracy within formwork scaffold environments.
- To optimize anchor height and horizontal spacing for improved 3D positioning performance.
- To establish a static error model for UWB systems in scaffold-intensive construction.
Main Methods:
- A full-scale formwork scaffold was constructed for realistic testing.
- A stepwise, one-factor controlled experimental design was used to vary anchor height (H) and horizontal spacing (S).
- 3D positioning accuracy was quantified using Root Mean Square Error (RMSE) and single-axis error analysis.
Main Results:
- Sub-meter positioning accuracy was achieved with optimized deployment, reaching a minimum 3D RMSE of 0.317 m.
- Over 80% of single-axis errors were within a 0.2 m engineering-valid range.
- Optimal horizontal spacing (S=1.5 m) correlated with scaffold grid size, balancing signal visibility and multipath effects.
Conclusions:
- Physical deployment optimization, rather than algorithmic solutions, is key for UWB positioning in metal-rich scaffolds.
- The findings provide a basis for developing real-time safety monitoring systems in complex construction settings.
- Position Dilution of Precision (PDOP) is not a reliable predictor of actual positioning errors in coplanar UWB deployments.
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