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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9412424 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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