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

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>&#x221E;</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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Main Authors: Liangliang Zhang, Hongbin Zhang, Zhipeng Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Integrated event-triggered strategy
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large-scaled system
Takagi-Sugeno fuzzy system
Online Access:https://ieeexplore.ieee.org/document/8654656/
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spelling 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>&#x221E;</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>&#x221E;</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>&#x221E;</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>&#x221E;</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/
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AT hongbinzhang decentralizedinlineformulatexmathnotationlatexhinftytexmathinlineformulafilteringforlargescaledsystembasedontsfuzzymodelwiththeintegratedeventtriggeredstrategy
AT zhipengzhang decentralizedinlineformulatexmathnotationlatexhinftytexmathinlineformulafilteringforlargescaledsystembasedontsfuzzymodelwiththeintegratedeventtriggeredstrategy
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