Cargando…

Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design

In this paper, a robust sliding mode control (SMC) based on backstepping technique is studied for a microgyroscope in the presence of unknown model uncertainties and external disturbances using adaptive fuzzy compensator and fractional calculus. At first, the dynamic of microgyroscope is transformed...

Descripción completa

Detalles Bibliográficos
Autores principales: Liang, Xiao, Fei, Juntao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590869/
https://www.ncbi.nlm.nih.gov/pubmed/31233526
http://dx.doi.org/10.1371/journal.pone.0218425
_version_ 1783429644245008384
author Liang, Xiao
Fei, Juntao
author_facet Liang, Xiao
Fei, Juntao
author_sort Liang, Xiao
collection PubMed
description In this paper, a robust sliding mode control (SMC) based on backstepping technique is studied for a microgyroscope in the presence of unknown model uncertainties and external disturbances using adaptive fuzzy compensator and fractional calculus. At first, the dynamic of microgyroscope is transformed into analogically cascade system to guarantee the application of backstepping design. Then a novel fractional differential sliding surface is proposed which integrates the capacities of the fractional calculus and SMC. In order to reduce the chattering in SMC, a fuzzy logical system is utilized to approximate the external disturbances. In addition, fractional order adaptive laws are derived to estimate the damping and stiffness coefficients and angular velocity online based on Lyapunov stability theory which also guarantees the stability of the closed loop system. Finally, simulation results signify the robustness and effectiveness of the proposed control schemes and the comparison of root mean square error under different fractional orders and integer order are given to demonstrate the better performance of proposed controller.
format Online
Article
Text
id pubmed-6590869
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-65908692019-07-05 Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design Liang, Xiao Fei, Juntao PLoS One Research Article In this paper, a robust sliding mode control (SMC) based on backstepping technique is studied for a microgyroscope in the presence of unknown model uncertainties and external disturbances using adaptive fuzzy compensator and fractional calculus. At first, the dynamic of microgyroscope is transformed into analogically cascade system to guarantee the application of backstepping design. Then a novel fractional differential sliding surface is proposed which integrates the capacities of the fractional calculus and SMC. In order to reduce the chattering in SMC, a fuzzy logical system is utilized to approximate the external disturbances. In addition, fractional order adaptive laws are derived to estimate the damping and stiffness coefficients and angular velocity online based on Lyapunov stability theory which also guarantees the stability of the closed loop system. Finally, simulation results signify the robustness and effectiveness of the proposed control schemes and the comparison of root mean square error under different fractional orders and integer order are given to demonstrate the better performance of proposed controller. Public Library of Science 2019-06-24 /pmc/articles/PMC6590869/ /pubmed/31233526 http://dx.doi.org/10.1371/journal.pone.0218425 Text en © 2019 Liang, Fei http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Liang, Xiao
Fei, Juntao
Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design
title Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design
title_full Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design
title_fullStr Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design
title_full_unstemmed Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design
title_short Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design
title_sort adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6590869/
https://www.ncbi.nlm.nih.gov/pubmed/31233526
http://dx.doi.org/10.1371/journal.pone.0218425
work_keys_str_mv AT liangxiao adaptivefractionalfuzzyslidingmodecontrolofmicrogyroscopebasedonbacksteppingdesign
AT feijuntao adaptivefractionalfuzzyslidingmodecontrolofmicrogyroscopebasedonbacksteppingdesign