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Event-Based Dissipative Control of Interval Type-2 Fuzzy Markov Jump Systems Under Sensor Saturation and Actuator Nonlinearity

Authors :
Dongyu Li
Chuanjiang Li
Guangtao Ran
Chunsong Han
Hak-Keung Lam
Source :
Ran, G, Li, C, Lam, H K, Li, D & Han, C 2020, ' Event-Based Dissipative Control of Interval Type-2 Fuzzy Markov Jump Systems under Sensor Saturation and Actuator Nonlinearity ', IEEE Transactions on Fuzzy Systems . https://doi.org/10.1109/TFUZZ.2020.3046335
Publication Year :
2022
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2022.

Abstract

This paper proposes a new design of an event-based dissipative asynchronous controller for the interval type2 (IT2) fuzzy Markov jump systems (MJSs) subject to sensor saturation and actuator nonlinearity. By resorting to a generalized performance index, the $H_{\infty}$, passive, and dissipative fuzzy control problems are solved in a unified framework. The event-based scheme is developed for the IT2 fuzzy MJSs subject to sensor saturation and actuator nonlinearity, and the energy consumption of communication can be reduced. Moreover, the system and controller modes are asynchronous, and a hidden Markov model (HMM) is employed to observe the modes of the original system. The Membership-Function-Dependent (MFD) approach is applied to analyze the stability of the closed-loop system. Finally, two examples are given to demonstrate the effectiveness of the proposed algorithms.

Details

ISSN :
19410034 and 10636706
Volume :
30
Database :
OpenAIRE
Journal :
IEEE Transactions on Fuzzy Systems
Accession number :
edsair.doi.dedup.....873c61137026cb595145caba37bfd6fd