Sampled-Data Control for Fuzzy Markovian Jump Systems With Actuator Saturation

In this article, the problem of sampled-data control is considered for fuzzy Markovian jump systems (FMJSs) with actuator saturation. Firstly, the mode-dependent lyapunov functional is constructed, which consists of a two-sided closed-loop function. On the basis of this function, stochastically stab...

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Main Authors: Xingyue Liang, Jianwei Xia, Guoliang Chen, Hao Shen, Zhen Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8918412/
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author Xingyue Liang
Jianwei Xia
Guoliang Chen
Hao Shen
Zhen Wang
author_facet Xingyue Liang
Jianwei Xia
Guoliang Chen
Hao Shen
Zhen Wang
author_sort Xingyue Liang
collection DOAJ
description In this article, the problem of sampled-data control is considered for fuzzy Markovian jump systems (FMJSs) with actuator saturation. Firstly, the mode-dependent lyapunov functional is constructed, which consists of a two-sided closed-loop function. On the basis of this function, stochastically stable criteria are presented in the form of linear matrix inequalities (LMIs). Then, based on the stochastically stable criteria, mode-dependent sampled-data controllers are designed for FMJSs. As a corollary, stable criteria and controller design are also proposed for the general aperiodic sampled-data linear system with actuator saturation. The improved LMI-based optimization conditions are obtained to estimate the region of attraction. Finally, numerical examples are provided to show the significant improvement of the presented method.
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spelling doaj.art-443546f604454d01a2e1a69833ffe48b2022-12-21T23:48:37ZengIEEEIEEE Access2169-35362019-01-01718041718042710.1109/ACCESS.2019.29571388918412Sampled-Data Control for Fuzzy Markovian Jump Systems With Actuator SaturationXingyue Liang0https://orcid.org/0000-0001-7188-5828Jianwei Xia1https://orcid.org/0000-0002-5330-9349Guoliang Chen2https://orcid.org/0000-0003-0227-7444Hao Shen3https://orcid.org/0000-0001-7024-6573Zhen Wang4School of Mathematics Science, Liaocheng University, Liaocheng, ChinaSchool of Mathematics Science, Liaocheng University, Liaocheng, ChinaSchool of Mathematics Science, Liaocheng University, Liaocheng, ChinaSchool of Electrical and Information Engineering, Anhui University of Technology, Ma’anshan, ChinaCollege of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, ChinaIn this article, the problem of sampled-data control is considered for fuzzy Markovian jump systems (FMJSs) with actuator saturation. Firstly, the mode-dependent lyapunov functional is constructed, which consists of a two-sided closed-loop function. On the basis of this function, stochastically stable criteria are presented in the form of linear matrix inequalities (LMIs). Then, based on the stochastically stable criteria, mode-dependent sampled-data controllers are designed for FMJSs. As a corollary, stable criteria and controller design are also proposed for the general aperiodic sampled-data linear system with actuator saturation. The improved LMI-based optimization conditions are obtained to estimate the region of attraction. Finally, numerical examples are provided to show the significant improvement of the presented method.https://ieeexplore.ieee.org/document/8918412/Fuzzy Markovian jump systemssampled-data controlmode-dependent Lyapunov functionactuator saturation
spellingShingle Xingyue Liang
Jianwei Xia
Guoliang Chen
Hao Shen
Zhen Wang
Sampled-Data Control for Fuzzy Markovian Jump Systems With Actuator Saturation
IEEE Access
Fuzzy Markovian jump systems
sampled-data control
mode-dependent Lyapunov function
actuator saturation
title Sampled-Data Control for Fuzzy Markovian Jump Systems With Actuator Saturation
title_full Sampled-Data Control for Fuzzy Markovian Jump Systems With Actuator Saturation
title_fullStr Sampled-Data Control for Fuzzy Markovian Jump Systems With Actuator Saturation
title_full_unstemmed Sampled-Data Control for Fuzzy Markovian Jump Systems With Actuator Saturation
title_short Sampled-Data Control for Fuzzy Markovian Jump Systems With Actuator Saturation
title_sort sampled data control for fuzzy markovian jump systems with actuator saturation
topic Fuzzy Markovian jump systems
sampled-data control
mode-dependent Lyapunov function
actuator saturation
url https://ieeexplore.ieee.org/document/8918412/
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AT guoliangchen sampleddatacontrolforfuzzymarkovianjumpsystemswithactuatorsaturation
AT haoshen sampleddatacontrolforfuzzymarkovianjumpsystemswithactuatorsaturation
AT zhenwang sampleddatacontrolforfuzzymarkovianjumpsystemswithactuatorsaturation