Fuzzy-Model-Based [Formula Omitted] Control for Networked Singularly Perturbed Systems: The Asynchronous Weighted Try-Once-Discard Protocol Case
This article is devoted to designing an [Formula Omitted] fuzzy controller for nonlinear singularly perturbed systems (SPSs) with limited communication bandwidth and parameter uncertainty. The challenges lie in designing a scheduling protocol for slow and fast system dynamics with less conservatism...
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Veröffentlicht in: | IEEE transactions on fuzzy systems 2024-10, Vol.32 (5), p.2713 |
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creator | Hu, Yue Cai, Chenxiao Lin, Hong Oh-Min, Kwon |
description | This article is devoted to designing an [Formula Omitted] fuzzy controller for nonlinear singularly perturbed systems (SPSs) with limited communication bandwidth and parameter uncertainty. The challenges lie in designing a scheduling protocol for slow and fast system dynamics with less conservatism and addressing the issues of mismatched membership functions. The main contributions of this article are threefold. First, an asynchronous weighted try-once discard mechanism is designed for slow and fast dynamics to effectively schedule data communication between sensors and the controller. Second, slow and fast controllers are designed using interval type-2 fuzzy technique to deal with system nonlinearity and parameter uncertainty. Third, a composite controller is designed to ensure the asymptotic stability of nonlinear SPSs. The feasibility of our approach is illustrated through a numerical example. |
doi_str_mv | 10.1109/TFUZZ.2024.3359287 |
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The challenges lie in designing a scheduling protocol for slow and fast system dynamics with less conservatism and addressing the issues of mismatched membership functions. The main contributions of this article are threefold. First, an asynchronous weighted try-once discard mechanism is designed for slow and fast dynamics to effectively schedule data communication between sensors and the controller. Second, slow and fast controllers are designed using interval type-2 fuzzy technique to deal with system nonlinearity and parameter uncertainty. Third, a composite controller is designed to ensure the asymptotic stability of nonlinear SPSs. The feasibility of our approach is illustrated through a numerical example.</description><identifier>ISSN: 1063-6706</identifier><identifier>EISSN: 1941-0034</identifier><identifier>DOI: 10.1109/TFUZZ.2024.3359287</identifier><language>eng</language><publisher>New York: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</publisher><subject>Control systems design ; Controllers ; Data communication ; Fuzzy control ; Nonlinear control ; Nonlinearity ; Parameter uncertainty ; Scheduling ; System dynamics</subject><ispartof>IEEE transactions on fuzzy systems, 2024-10, Vol.32 (5), p.2713</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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subjects | Control systems design Controllers Data communication Fuzzy control Nonlinear control Nonlinearity Parameter uncertainty Scheduling System dynamics |
title | Fuzzy-Model-Based [Formula Omitted] Control for Networked Singularly Perturbed Systems: The Asynchronous Weighted Try-Once-Discard Protocol Case |
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