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GNSS-Based Narrow-Angle UV Camera Targeting: Case Study of a Low-Cost MAD Robot.
Ntmitrii Gyrichidi1, Alexey M Romanov1, Oleg V Trofimov1
1Institute of Artificial Intelligence, MIREA-Russian Technological University (RTU MIREA), 119454 Moscow, Russia.
Sensors (Basel, Switzerland)
|June 19, 2024
Summary
A low-cost robotic system achieves precise camera targeting for power equipment inspection using open-source firmware and GNSS receivers. This method offers an effective, low-cost solution for multi-spectral automatic diagnostic robots.
Area of Science:
- Robotics and Automation
- Electrical Engineering
- Geospatial Navigation
Background:
- Precise camera targeting is crucial for Multi-Spectral Automatic Diagnostic (MAD) robots in power equipment inspection.
- Existing solutions often rely on expensive technologies like LiDAR SLAM and Ultra-Wideband (UWB).
Purpose of the Study:
- To propose and validate a novel, low-cost camera targeting procedure for MAD robots.
- To analyze Global Navigation Satellite System (GNSS) reception conditions during power equipment inspections.
Main Methods:
- Utilized a low-cost MAD robot with open-source ArduRover firmware and two Ublox F9P GNSS receivers.
- Implemented a new targeting procedure without modifying existing ArduRover firmware.
- Conducted experimental analysis on overhead power transmission lines and open switchgear.
Main Results:
- Achieved camera targeting with an error within 0.5 degrees for an 8x4 degree field of view.
- The proposed GNSS-only method outperformed more expensive LiDAR SLAM and UWB solutions.
- Provided a quantitative analysis of GNSS performance, including satellite reception, dilution of precision, and positioning accuracy.
Conclusions:
- A simple and effective GNSS-only camera targeting solution is feasible for MAD robots in power equipment inspection.
- The developed procedure offers a cost-effective alternative to complex sensor systems.
- This study presents the first quantitative assessment of GNSS performance in real-world power plant environments for robotic inspection.
Keywords:
UV sensorscamera targetingcorona dischargeenergyglobal navigation satellite systeminspectionpower transmission linereal-time kinematicsubstation
