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Angular Misalignment Calibration for Dual-Antenna GNSS/IMU Navigation Sensor
Alexander Kozlov1, Fedor Kapralov1
1Faculty of Mechanics and Mathematics, Lomonosov Moscow State University, 119991 Moscow, Russia.
Sensors (Basel, Switzerland)
|January 8, 2023
Summary
This study presents a faster method for calibrating angular misalignment in integrated navigation systems. It uses sensor fusion during special rotations for improved accuracy and stability.
Area of Science:
- Navigation Systems Engineering
- Sensor Fusion Technology
- Mechatronics
Background:
- Angular misalignment between Global Navigation Satellite System (GNSS) antennas and inertial measurement units (IMUs) is a critical issue in integrated navigation.
- Physical alignment of low- to mid-grade MEMS sensors is often impractical due to their small size and lack of reference features.
- High-accuracy alignment (fraction-of-a-degree) is desirable for specific navigation applications.
Purpose of the Study:
- To develop a faster and more robust method for angular misalignment calibration in GNSS-IMU integrated systems.
- To address the limitations of traditional long-term averaging calibration techniques.
- To enable on-the-fly calibration and compensate for sensor bias instability and structural deformations.
Main Methods:
- Proposes a novel calibration approach utilizing sensor fusion during controlled rotations.
- Leverages the observability gained from specific rotational maneuvers.
- Integrates analytical compensation based on angle differences derived from fused sensor data.
Main Results:
- Achieves significantly faster convergence compared to traditional methods.
- Effectively accounts for run-to-run variations in inertial sensor bias.
- Enables continuous, on-the-fly fine-tuning of alignment during normal system operation.
Conclusions:
- The proposed sensor fusion method offers a superior solution for angular misalignment calibration in GNSS-IMU systems.
- This approach enhances navigation accuracy and system robustness by addressing sensor limitations and dynamic environmental factors.
- Facilitates practical implementation of high-precision integrated navigation solutions.
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