Event-Triggered Dissipative Observer-Based Control for Delay Dependent T–S Fuzzy Singular Systems

This paper investigates the problem of event-triggered dissipative observer-based output feedback control for a class of Takagi-Sugeno (T-S) fuzzy singular systems with unavailable states, time-varying delays, and imprecise membership functions. The considered singular system is presented as a T-S f...

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Main Authors: Rizwan Ullah, Yinya Li, Muhammad Shamrooz Aslam, Andong Sheng
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9146146/
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spelling doaj-b37a9cf2be84473cb59c6426fce11a722021-03-30T03:24:27ZengIEEEIEEE Access2169-35362020-01-01813427613428910.1109/ACCESS.2020.30112819146146Event-Triggered Dissipative Observer-Based Control for Delay Dependent T–S Fuzzy Singular SystemsRizwan Ullah0https://orcid.org/0000-0001-9218-5281Yinya Li1https://orcid.org/0000-0002-3535-2343Muhammad Shamrooz Aslam2https://orcid.org/0000-0002-7622-1788Andong Sheng3School of Automation, Nanjing University of Science and Technology, Nanjing, ChinaSchool of Automation, Nanjing University of Science and Technology, Nanjing, ChinaSchool of Electrical and Information Engineering, Guangxi University of Science and Technology, Liuzhou, ChianSchool of Automation, Nanjing University of Science and Technology, Nanjing, ChinaThis paper investigates the problem of event-triggered dissipative observer-based output feedback control for a class of Takagi-Sugeno (T-S) fuzzy singular systems with unavailable states, time-varying delays, and imprecise membership functions. The considered singular system is presented as a T-S fuzzy singular system which gives a more realistic presentation for a variety of non-linear dynamical systems than conventional state space representation. The general framework we designed is based on a fuzzy observer-based controller with time varying delay along with extended dissipativity, which provides the H∞, L2-L∞ and dissipative performance indices and is robust against the disturbances and time-varying delay. Moreover, a novel Lyapunov-Krasovskii functional is adopted to analyze the closed loop stability of the fuzzy system. The solvability of Lyapunov-Krasovskii functional results in the formation of linear matrix inequalities. The controller and observer gains can be obtained by solving the linear matrix inequalities. Simulations are performed to validate the proposed scheme.https://ieeexplore.ieee.org/document/9146146/T–S fuzzy singular systemsfuzzy Lyapunov-Krasovskii functionalstime-varying delaylinear matrix inequalities (LMIs)
collection DOAJ
language English
format Article
sources DOAJ
author Rizwan Ullah
Yinya Li
Muhammad Shamrooz Aslam
Andong Sheng
spellingShingle Rizwan Ullah
Yinya Li
Muhammad Shamrooz Aslam
Andong Sheng
Event-Triggered Dissipative Observer-Based Control for Delay Dependent T–S Fuzzy Singular Systems
IEEE Access
T–S fuzzy singular systems
fuzzy Lyapunov-Krasovskii functionals
time-varying delay
linear matrix inequalities (LMIs)
author_facet Rizwan Ullah
Yinya Li
Muhammad Shamrooz Aslam
Andong Sheng
author_sort Rizwan Ullah
title Event-Triggered Dissipative Observer-Based Control for Delay Dependent T–S Fuzzy Singular Systems
title_short Event-Triggered Dissipative Observer-Based Control for Delay Dependent T–S Fuzzy Singular Systems
title_full Event-Triggered Dissipative Observer-Based Control for Delay Dependent T–S Fuzzy Singular Systems
title_fullStr Event-Triggered Dissipative Observer-Based Control for Delay Dependent T–S Fuzzy Singular Systems
title_full_unstemmed Event-Triggered Dissipative Observer-Based Control for Delay Dependent T–S Fuzzy Singular Systems
title_sort event-triggered dissipative observer-based control for delay dependent t–s fuzzy singular systems
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description This paper investigates the problem of event-triggered dissipative observer-based output feedback control for a class of Takagi-Sugeno (T-S) fuzzy singular systems with unavailable states, time-varying delays, and imprecise membership functions. The considered singular system is presented as a T-S fuzzy singular system which gives a more realistic presentation for a variety of non-linear dynamical systems than conventional state space representation. The general framework we designed is based on a fuzzy observer-based controller with time varying delay along with extended dissipativity, which provides the H∞, L2-L∞ and dissipative performance indices and is robust against the disturbances and time-varying delay. Moreover, a novel Lyapunov-Krasovskii functional is adopted to analyze the closed loop stability of the fuzzy system. The solvability of Lyapunov-Krasovskii functional results in the formation of linear matrix inequalities. The controller and observer gains can be obtained by solving the linear matrix inequalities. Simulations are performed to validate the proposed scheme.
topic T–S fuzzy singular systems
fuzzy Lyapunov-Krasovskii functionals
time-varying delay
linear matrix inequalities (LMIs)
url https://ieeexplore.ieee.org/document/9146146/
work_keys_str_mv AT rizwanullah eventtriggereddissipativeobserverbasedcontrolfordelaydependenttx2013sfuzzysingularsystems
AT yinyali eventtriggereddissipativeobserverbasedcontrolfordelaydependenttx2013sfuzzysingularsystems
AT muhammadshamroozaslam eventtriggereddissipativeobserverbasedcontrolfordelaydependenttx2013sfuzzysingularsystems
AT andongsheng eventtriggereddissipativeobserverbasedcontrolfordelaydependenttx2013sfuzzysingularsystems
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