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Adaptive Fuzzy Sliding Mode Control for a Micro Gyroscope with Backstepping Controller
This paper developed an adaptive backstepping fuzzy sliding control (ABFSC) approach for a micro gyroscope. Based on backstepping design, an adaptive fuzzy sliding mode control was proposed to adjust the fuzzy parameters with self-learning ability and reject the system nonlinearities. With the Lyapu...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693956/ https://www.ncbi.nlm.nih.gov/pubmed/33138090 http://dx.doi.org/10.3390/mi11110968 |
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author | Fei, Juntao Fang, Yunmei Yuan, Zhuli |
author_facet | Fei, Juntao Fang, Yunmei Yuan, Zhuli |
author_sort | Fei, Juntao |
collection | PubMed |
description | This paper developed an adaptive backstepping fuzzy sliding control (ABFSC) approach for a micro gyroscope. Based on backstepping design, an adaptive fuzzy sliding mode control was proposed to adjust the fuzzy parameters with self-learning ability and reject the system nonlinearities. With the Lyapunov function analysis of error function and sliding surface function, a comprehensive controller is derived to ensure the stability of the proposed control system. The proposed fuzzy control scheme does not need to know the system model in advance and could approximate the system nonlinearities well. The adaptive fuzzy control method has self-learning ability to adjust the fuzzy parameters. Simulation studies were implemented to prove the validity of the proposed ABFSMC strategy, showing that it can adapt to the changes of external disturbance and model parameters and has a satisfactory performance in tracking and approximation. |
format | Online Article Text |
id | pubmed-7693956 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-76939562020-11-28 Adaptive Fuzzy Sliding Mode Control for a Micro Gyroscope with Backstepping Controller Fei, Juntao Fang, Yunmei Yuan, Zhuli Micromachines (Basel) Article This paper developed an adaptive backstepping fuzzy sliding control (ABFSC) approach for a micro gyroscope. Based on backstepping design, an adaptive fuzzy sliding mode control was proposed to adjust the fuzzy parameters with self-learning ability and reject the system nonlinearities. With the Lyapunov function analysis of error function and sliding surface function, a comprehensive controller is derived to ensure the stability of the proposed control system. The proposed fuzzy control scheme does not need to know the system model in advance and could approximate the system nonlinearities well. The adaptive fuzzy control method has self-learning ability to adjust the fuzzy parameters. Simulation studies were implemented to prove the validity of the proposed ABFSMC strategy, showing that it can adapt to the changes of external disturbance and model parameters and has a satisfactory performance in tracking and approximation. MDPI 2020-10-29 /pmc/articles/PMC7693956/ /pubmed/33138090 http://dx.doi.org/10.3390/mi11110968 Text en © 2020 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 Fei, Juntao Fang, Yunmei Yuan, Zhuli Adaptive Fuzzy Sliding Mode Control for a Micro Gyroscope with Backstepping Controller |
title | Adaptive Fuzzy Sliding Mode Control for a Micro Gyroscope with Backstepping Controller |
title_full | Adaptive Fuzzy Sliding Mode Control for a Micro Gyroscope with Backstepping Controller |
title_fullStr | Adaptive Fuzzy Sliding Mode Control for a Micro Gyroscope with Backstepping Controller |
title_full_unstemmed | Adaptive Fuzzy Sliding Mode Control for a Micro Gyroscope with Backstepping Controller |
title_short | Adaptive Fuzzy Sliding Mode Control for a Micro Gyroscope with Backstepping Controller |
title_sort | adaptive fuzzy sliding mode control for a micro gyroscope with backstepping controller |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7693956/ https://www.ncbi.nlm.nih.gov/pubmed/33138090 http://dx.doi.org/10.3390/mi11110968 |
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