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A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System

Magnetoresistive angle position sensors are, beside Hall effect sensors, especially suitable for usage within servo systems due to their reliability, longevity, and resilience to unfavorable environmental conditions. The proposed distributed method for self-calibration of magnetoresistive angular po...

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Detalles Bibliográficos
Autores principales: Čeperković, Vladimir, Rajović, Vladimir, Prokin, Milan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412424/
https://www.ncbi.nlm.nih.gov/pubmed/36015735
http://dx.doi.org/10.3390/s22165974
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author Čeperković, Vladimir
Rajović, Vladimir
Prokin, Milan
author_facet Čeperković, Vladimir
Rajović, Vladimir
Prokin, Milan
author_sort Čeperković, Vladimir
collection PubMed
description Magnetoresistive angle position sensors are, beside Hall effect sensors, especially suitable for usage within servo systems due to their reliability, longevity, and resilience to unfavorable environmental conditions. The proposed distributed method for self-calibration of magnetoresistive angular position sensor uses the data collected during the highest allowed speed shaft movement for the identification of the measurement process model parameters. Data acquisition and initial data processing have been realized as a part of the control process of the servo system, whereas the identification of the model parameters is a service of an application server. The method of minimizing of the sum of algebraic distances of the sensor readings and the parametrized model is employed for the identification of parameters of linear compensation, whereas the average shaft rotation speed has been used as a high precision reference for the identification of parameters of harmonic compensation. The proposed method, in addition to a fast convergence, provides for the increase in measurement accuracy for an order of magnitude. Experimentally obtained measurement uncertainty was better than 0.5°, with the residual variance less than 0.02°, comparable to the sensor resolution.
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spelling pubmed-94124242022-08-27 A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System Čeperković, Vladimir Rajović, Vladimir Prokin, Milan Sensors (Basel) Article Magnetoresistive angle position sensors are, beside Hall effect sensors, especially suitable for usage within servo systems due to their reliability, longevity, and resilience to unfavorable environmental conditions. The proposed distributed method for self-calibration of magnetoresistive angular position sensor uses the data collected during the highest allowed speed shaft movement for the identification of the measurement process model parameters. Data acquisition and initial data processing have been realized as a part of the control process of the servo system, whereas the identification of the model parameters is a service of an application server. The method of minimizing of the sum of algebraic distances of the sensor readings and the parametrized model is employed for the identification of parameters of linear compensation, whereas the average shaft rotation speed has been used as a high precision reference for the identification of parameters of harmonic compensation. The proposed method, in addition to a fast convergence, provides for the increase in measurement accuracy for an order of magnitude. Experimentally obtained measurement uncertainty was better than 0.5°, with the residual variance less than 0.02°, comparable to the sensor resolution. MDPI 2022-08-10 /pmc/articles/PMC9412424/ /pubmed/36015735 http://dx.doi.org/10.3390/s22165974 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Čeperković, Vladimir
Rajović, Vladimir
Prokin, Milan
A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System
title A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System
title_full A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System
title_fullStr A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System
title_full_unstemmed A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System
title_short A Distributed Method for Self-Calibration of Magnetoresistive Angular Position Sensor within a Servo System
title_sort distributed method for self-calibration of magnetoresistive angular position sensor within a servo system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412424/
https://www.ncbi.nlm.nih.gov/pubmed/36015735
http://dx.doi.org/10.3390/s22165974
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