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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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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 |
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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 |