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High-accuracy calibration method for an underwater one-mirror galvanometric laser scanner
Optics Express
|February 24, 2023
Summary
This study introduces a new calibration method for underwater laser scanners, improving 3D perception for autonomous underwater robots. The method enhances accuracy by accounting for installation errors and underwater refraction effects.
Area of Science:
- Robotics
- Optical Engineering
- Oceanography
Background:
- Accurate 3D perception is crucial for autonomous underwater robots operating in deep-sea environments.
- Traditional underwater laser scanners face challenges in achieving high calibration accuracy due to installation errors and light refraction.
- Existing methods struggle to compensate for these factors, limiting precise underwater measurements.
Purpose of the Study:
- To propose a high-accuracy calibration method for underwater laser scanners that is independent of installation errors and accounts for refraction.
- To develop a novel approach for calibrating the light-plane cluster in underwater measurement scenarios.
- To enhance the 3D perception capabilities of underwater equipment for autonomous operations.
Main Methods:
- A land-based, installation-error-independent model was developed to calculate the galvanometer shaft axis and light-plane cluster poses using three light planes.
- A 3D model was created to simulate the refractive behavior of the light-plane cluster underwater.
- A partition-based method was proposed for calibrating the underwater light-plane cluster, improving accuracy in submerged conditions.
Main Results:
- The proposed land-based model demonstrated a 2x improvement in calibration accuracy compared to traditional installation-error-dependent models.
- The developed underwater laser scanner achieved measurement accuracies of 11.98 µm in air and 12.75 µm underwater for a standard sphere.
- Measurements in air and underwater conditions showed good agreement, validating the method's effectiveness.
Conclusions:
- The proposed calibration method significantly enhances the accuracy of underwater laser scanners by addressing installation errors and refraction.
- This advancement is vital for improving the 3D perception and autonomous operation of underwater robots.
- The validated high accuracy of the method paves the way for more reliable deep-sea exploration and operations.
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