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Adaptive Backstepping Design of a Microgyroscope
This paper presents a novel algorithm for the design and analysis of an adaptive backstepping controller (ABC) for a microgyroscope. Firstly, Lagrange–Maxwell electromechanical equations are established to derive the dynamic model of a z-axis microgyroscope. Secondly, a nonlinear controller as a bac...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6082294/ https://www.ncbi.nlm.nih.gov/pubmed/30424271 http://dx.doi.org/10.3390/mi9070338 |
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author | Fang, Yunmei Fei, Juntao Yang, Yuzheng |
author_facet | Fang, Yunmei Fei, Juntao Yang, Yuzheng |
author_sort | Fang, Yunmei |
collection | PubMed |
description | This paper presents a novel algorithm for the design and analysis of an adaptive backstepping controller (ABC) for a microgyroscope. Firstly, Lagrange–Maxwell electromechanical equations are established to derive the dynamic model of a z-axis microgyroscope. Secondly, a nonlinear controller as a backstepping design approach is introduced and deployed in order to drive the trajectory tracking errors to converge to zero with asymptotic stability. Meanwhile, an adaptive estimator is developed and implemented with the backstepping controller to update the value of the parameter estimates in the Lyapunov framework in real-time. In addition, the unknown system parameters including the angular velocity may be estimated online if the persistent excitation (PE) requirement is met. A robust compensator is incorporated in the adaptive backstepping algorithm to suppress the parameter variations and external disturbances. Finally, simulation studies are conducted to prove the validity of the proposed ABC scheme with guaranteed asymptotic stability and excellent tracking performance, as well as consistent parameter estimates in the presence of model uncertainties and disturbances. |
format | Online Article Text |
id | pubmed-6082294 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-60822942018-11-01 Adaptive Backstepping Design of a Microgyroscope Fang, Yunmei Fei, Juntao Yang, Yuzheng Micromachines (Basel) Article This paper presents a novel algorithm for the design and analysis of an adaptive backstepping controller (ABC) for a microgyroscope. Firstly, Lagrange–Maxwell electromechanical equations are established to derive the dynamic model of a z-axis microgyroscope. Secondly, a nonlinear controller as a backstepping design approach is introduced and deployed in order to drive the trajectory tracking errors to converge to zero with asymptotic stability. Meanwhile, an adaptive estimator is developed and implemented with the backstepping controller to update the value of the parameter estimates in the Lyapunov framework in real-time. In addition, the unknown system parameters including the angular velocity may be estimated online if the persistent excitation (PE) requirement is met. A robust compensator is incorporated in the adaptive backstepping algorithm to suppress the parameter variations and external disturbances. Finally, simulation studies are conducted to prove the validity of the proposed ABC scheme with guaranteed asymptotic stability and excellent tracking performance, as well as consistent parameter estimates in the presence of model uncertainties and disturbances. MDPI 2018-07-03 /pmc/articles/PMC6082294/ /pubmed/30424271 http://dx.doi.org/10.3390/mi9070338 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fang, Yunmei Fei, Juntao Yang, Yuzheng Adaptive Backstepping Design of a Microgyroscope |
title | Adaptive Backstepping Design of a Microgyroscope |
title_full | Adaptive Backstepping Design of a Microgyroscope |
title_fullStr | Adaptive Backstepping Design of a Microgyroscope |
title_full_unstemmed | Adaptive Backstepping Design of a Microgyroscope |
title_short | Adaptive Backstepping Design of a Microgyroscope |
title_sort | adaptive backstepping design of a microgyroscope |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6082294/ https://www.ncbi.nlm.nih.gov/pubmed/30424271 http://dx.doi.org/10.3390/mi9070338 |
work_keys_str_mv | AT fangyunmei adaptivebacksteppingdesignofamicrogyroscope AT feijuntao adaptivebacksteppingdesignofamicrogyroscope AT yangyuzheng adaptivebacksteppingdesignofamicrogyroscope |