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Time-difference-of-arrival positioning based on visible light communication for harbor-border inspection
Applied Optics
|October 18, 2022
Summary
A new system uses an unmanned aerial vehicle (UAV) and visible light positioning (VLP) for maritime target location. Advanced Chan-Taylor (CT) methods improve positioning accuracy, even in noisy conditions.
Area of Science:
- Maritime surveillance
- Robotics
- Optical positioning systems
Background:
- Port ship supervision is complex and affected by electromagnetic interference.
- Existing maritime target location methods lack efficiency and accuracy.
Purpose of the Study:
- To propose an efficient system for locating maritime targets using UAV and VLP.
- To develop advanced positioning algorithms for improved accuracy and robustness.
Main Methods:
- A UAV equipped with a rotatable receiver and five photodetectors (PDs).
- Chan-Taylor (CT) method based on time difference of arrival (TDOA).
- Two-step weighted least squares (TWLS) for initial estimates, iterative error correction, weighted centroid CT (WCCT), and restricted-region fingerprinting CT (CT-RFP).
Main Results:
- CT method significantly improves positioning accuracy compared to previous methods.
- CT accuracy is 49.71% better than TWLS.
- WCCT reduces maximum error from 8.65 to 6.91 cm.
- CT-RFP achieves millimeter-level accuracy even in high noise.
Conclusions:
- The proposed UAV-VLP system with CT positioning methods offers efficient and accurate maritime target localization.
- WCCT and CT-RFP effectively mitigate positioning errors and enhance robustness.
- This system is suitable for complex maritime inspection environments.
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