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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...

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Detalles Bibliográficos
Autores principales: Fang, Yunmei, Fei, Juntao, Yang, Yuzheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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.
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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
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AT feijuntao adaptivebacksteppingdesignofamicrogyroscope
AT yangyuzheng adaptivebacksteppingdesignofamicrogyroscope