Decentralized <inline-formula> <tex-math notation="LaTeX">${H_{\infty}}$ </tex-math></inline-formula> Filtering for Large-Scaled System Based on T-S Fuzzy Model With the Integrated Event-Triggered Strategy
Considering the characteristics of data transmission between the channels, this paper studies the decentralized H<sub>∞</sub> filter for the large-scaled system with an integrated event-triggered strategy. The Takagi-Sugeno fuzzy model is used to approximate the large-scaled s...
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doaj-66b5767280c941fa9dee109c93c7868a2021-03-29T22:24:16ZengIEEEIEEE Access2169-35362019-01-017300583006610.1109/ACCESS.2019.29022718654656Decentralized <inline-formula> <tex-math notation="LaTeX">${H_{\infty}}$ </tex-math></inline-formula> Filtering for Large-Scaled System Based on T-S Fuzzy Model With the Integrated Event-Triggered StrategyLiangliang Zhang0https://orcid.org/0000-0001-9871-3495Hongbin Zhang1Zhipeng Zhang2School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, ChinaSchool of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, ChinaSchool of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, ChinaConsidering the characteristics of data transmission between the channels, this paper studies the decentralized H<sub>∞</sub> filter for the large-scaled system with an integrated event-triggered strategy. The Takagi-Sugeno fuzzy model is used to approximate the large-scaled system. Different from the event-triggered control with the single condition, an event-triggered control with an integrated condition is presented to determine when the measurement output should be broadcast and transmitted to its filter and thus leading to a high efficiency of data transmissions. By applying a Lyapunov-Krasovskii functional and linear matrix inequalities, a method of the integrated event-triggered H<sub>∞</sub> filter performance analysis and designing is developed so that the overall filtering error system concerned to be asymptotically stable with a given disturbance attenuation level. A simulation is finally given to show these effective methods in this paper.https://ieeexplore.ieee.org/document/8654656/Integrated event-triggered strategy<italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">H</italic>∞ filterlarge-scaled systemTakagi-Sugeno fuzzy system |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Liangliang Zhang Hongbin Zhang Zhipeng Zhang |
spellingShingle |
Liangliang Zhang Hongbin Zhang Zhipeng Zhang Decentralized <inline-formula> <tex-math notation="LaTeX">${H_{\infty}}$ </tex-math></inline-formula> Filtering for Large-Scaled System Based on T-S Fuzzy Model With the Integrated Event-Triggered Strategy IEEE Access Integrated event-triggered strategy <italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">H</italic>∞ filter large-scaled system Takagi-Sugeno fuzzy system |
author_facet |
Liangliang Zhang Hongbin Zhang Zhipeng Zhang |
author_sort |
Liangliang Zhang |
title |
Decentralized <inline-formula> <tex-math notation="LaTeX">${H_{\infty}}$ </tex-math></inline-formula> Filtering for Large-Scaled System Based on T-S Fuzzy Model With the Integrated Event-Triggered Strategy |
title_short |
Decentralized <inline-formula> <tex-math notation="LaTeX">${H_{\infty}}$ </tex-math></inline-formula> Filtering for Large-Scaled System Based on T-S Fuzzy Model With the Integrated Event-Triggered Strategy |
title_full |
Decentralized <inline-formula> <tex-math notation="LaTeX">${H_{\infty}}$ </tex-math></inline-formula> Filtering for Large-Scaled System Based on T-S Fuzzy Model With the Integrated Event-Triggered Strategy |
title_fullStr |
Decentralized <inline-formula> <tex-math notation="LaTeX">${H_{\infty}}$ </tex-math></inline-formula> Filtering for Large-Scaled System Based on T-S Fuzzy Model With the Integrated Event-Triggered Strategy |
title_full_unstemmed |
Decentralized <inline-formula> <tex-math notation="LaTeX">${H_{\infty}}$ </tex-math></inline-formula> Filtering for Large-Scaled System Based on T-S Fuzzy Model With the Integrated Event-Triggered Strategy |
title_sort |
decentralized <inline-formula> <tex-math notation="latex">${h_{\infty}}$ </tex-math></inline-formula> filtering for large-scaled system based on t-s fuzzy model with the integrated event-triggered strategy |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2019-01-01 |
description |
Considering the characteristics of data transmission between the channels, this paper studies the decentralized H<sub>∞</sub> filter for the large-scaled system with an integrated event-triggered strategy. The Takagi-Sugeno fuzzy model is used to approximate the large-scaled system. Different from the event-triggered control with the single condition, an event-triggered control with an integrated condition is presented to determine when the measurement output should be broadcast and transmitted to its filter and thus leading to a high efficiency of data transmissions. By applying a Lyapunov-Krasovskii functional and linear matrix inequalities, a method of the integrated event-triggered H<sub>∞</sub> filter performance analysis and designing is developed so that the overall filtering error system concerned to be asymptotically stable with a given disturbance attenuation level. A simulation is finally given to show these effective methods in this paper. |
topic |
Integrated event-triggered strategy <italic xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">H</italic>∞ filter large-scaled system Takagi-Sugeno fuzzy system |
url |
https://ieeexplore.ieee.org/document/8654656/ |
work_keys_str_mv |
AT liangliangzhang decentralizedinlineformulatexmathnotationlatexhinftytexmathinlineformulafilteringforlargescaledsystembasedontsfuzzymodelwiththeintegratedeventtriggeredstrategy AT hongbinzhang decentralizedinlineformulatexmathnotationlatexhinftytexmathinlineformulafilteringforlargescaledsystembasedontsfuzzymodelwiththeintegratedeventtriggeredstrategy AT zhipengzhang decentralizedinlineformulatexmathnotationlatexhinftytexmathinlineformulafilteringforlargescaledsystembasedontsfuzzymodelwiththeintegratedeventtriggeredstrategy |
_version_ |
1724191651846422528 |