Adaptive calibration of the angle sensor for gyroscope
The article proposes methods of control and testing of information-measuring systems. The methods for calibrating the angle sensor included in the flight control system are considered. The principle of creating a test bench for evaluating the accuracy of angle sensor calibration is defined. The...
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| Format: | Article |
| Language: | English |
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Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education
2021-06-01
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| Series: | Омский научный вестник |
| Subjects: | |
| Online Access: | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2021/%E2%84%96%203%20(177)%20(%D0%9E%D0%9D%D0%92)/85-88%20%D0%A1%D0%BC%D0%B8%D1%80%D0%BD%D0%BE%D0%B2%20%D0%92.%20%D0%90.,%20%D0%A1%D0%BD%D0%B5%D0%B4%D0%BA%D0%BE%D0%B2%20%D0%90.%20%D0%91..pdf |
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| _version_ | 1832572055836426240 |
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| author | V. A. Smirnov A. B. Snedkov |
| author_facet | V. A. Smirnov A. B. Snedkov |
| author_sort | V. A. Smirnov |
| collection | DOAJ |
| description | The article proposes methods of control and testing
of information-measuring systems. The methods for
calibrating the angle sensor included in the flight
control system are considered. The principle of creating
a test bench for evaluating the accuracy of angle sensor
calibration is defined. The process of neural network
training is described, which allows to compensate the
disadvantages inherent to the traditional calibration
method. A comparative analysis of the traditional method
of joint calibration of angle sensors with the method based
on the use of neural networks is performed. |
| format | Article |
| id | doaj-art-2c0c7c8d608546bba7e216a2b53062ac |
| institution | Kabale University |
| issn | 1813-8225 2541-7541 |
| language | English |
| publishDate | 2021-06-01 |
| publisher | Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education |
| record_format | Article |
| series | Омский научный вестник |
| spelling | doaj-art-2c0c7c8d608546bba7e216a2b53062ac2025-02-02T12:00:57ZengOmsk State Technical University, Federal State Autonoumos Educational Institution of Higher EducationОмский научный вестник1813-82252541-75412021-06-013 (177)858810.25206/1813-8225-2021-177-85-88Adaptive calibration of the angle sensor for gyroscopeV. A. Smirnov0https://orcid.org/0000-0001-6322-8430A. B. Snedkov1Joint Stock Company State machine-building design bureau «Vympel» named after I. I. ToropovaMIREA – Russian Technological UniversityThe article proposes methods of control and testing of information-measuring systems. The methods for calibrating the angle sensor included in the flight control system are considered. The principle of creating a test bench for evaluating the accuracy of angle sensor calibration is defined. The process of neural network training is described, which allows to compensate the disadvantages inherent to the traditional calibration method. A comparative analysis of the traditional method of joint calibration of angle sensors with the method based on the use of neural networks is performed.https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2021/%E2%84%96%203%20(177)%20(%D0%9E%D0%9D%D0%92)/85-88%20%D0%A1%D0%BC%D0%B8%D1%80%D0%BD%D0%BE%D0%B2%20%D0%92.%20%D0%90.,%20%D0%A1%D0%BD%D0%B5%D0%B4%D0%BA%D0%BE%D0%B2%20%D0%90.%20%D0%91..pdfangle sensorgyroscopehall sensorcalibrationcontrol system |
| spellingShingle | V. A. Smirnov A. B. Snedkov Adaptive calibration of the angle sensor for gyroscope Омский научный вестник angle sensor gyroscope hall sensor calibration control system |
| title | Adaptive calibration of the angle sensor for gyroscope |
| title_full | Adaptive calibration of the angle sensor for gyroscope |
| title_fullStr | Adaptive calibration of the angle sensor for gyroscope |
| title_full_unstemmed | Adaptive calibration of the angle sensor for gyroscope |
| title_short | Adaptive calibration of the angle sensor for gyroscope |
| title_sort | adaptive calibration of the angle sensor for gyroscope |
| topic | angle sensor gyroscope hall sensor calibration control system |
| url | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2021/%E2%84%96%203%20(177)%20(%D0%9E%D0%9D%D0%92)/85-88%20%D0%A1%D0%BC%D0%B8%D1%80%D0%BD%D0%BE%D0%B2%20%D0%92.%20%D0%90.,%20%D0%A1%D0%BD%D0%B5%D0%B4%D0%BA%D0%BE%D0%B2%20%D0%90.%20%D0%91..pdf |
| work_keys_str_mv | AT vasmirnov adaptivecalibrationoftheanglesensorforgyroscope AT absnedkov adaptivecalibrationoftheanglesensorforgyroscope |