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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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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1724183561848750080 |