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A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System.
Vladimir Čeperković1, Vladimir Rajović1, Milan Prokin1
1Department of Electronics and Digital Systems, School of Electrical Engineering, University of Belgrade, Bulevar Kralja Aleksandra 73, 11120 Belgrade, Serbia.
This study introduces a self-calibration method for magnetoresistive angle position sensors in servo systems. The technique enhances measurement accuracy significantly by utilizing high-speed shaft movement data for model parameter identification.
Area of Science:
- * Electrical Engineering
- * Sensor Technology
- * Control Systems
Background:
- * Magnetoresistive angle position sensors offer superior reliability and environmental resilience compared to Hall effect sensors for servo systems.
- * Accurate angular position sensing is critical for precise control in servo applications.
- * Existing calibration methods may lack efficiency or accuracy in dynamic conditions.
Purpose of the Study:
- * To propose and validate a distributed self-calibration method for magnetoresistive angular position sensors.
- * To enhance the measurement accuracy and convergence speed of these sensors within servo systems.
- * To leverage high-speed shaft movement data for robust parameter identification.
Main Methods:
- * A distributed approach for self-calibration using data from maximum allowed speed shaft movements.
- * Employing minimization of algebraic distances for linear compensation parameter identification.
- * Utilizing average shaft rotation speed as a high-precision reference for harmonic compensation parameter identification.
- * Integrating data acquisition and processing within the servo system's control loop, with parameter identification on an application server.
Main Results:
- * Achieved an order of magnitude increase in measurement accuracy.
- * Demonstrated fast convergence of the calibration method.
- * Experimentally obtained measurement uncertainty below 0.5°.
- * Recorded residual variance less than 0.02°, comparable to sensor resolution.
Conclusions:
- * The proposed self-calibration method significantly improves the accuracy of magnetoresistive angle position sensors.
- * The distributed approach is efficient and suitable for integration into servo system control processes.
- * The method provides high-precision angular measurements even under dynamic operating conditions.
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