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Event-Based Dissipative Control of Interval Type-2 Fuzzy Markov Jump Systems Under Sensor Saturation and Actuator Nonlinearity
- 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.
- Subjects :
- Computer science
dissipative control
Fuzzy logic
Symmetric matrices
Artificial Intelligence
Control theory
Robot sensing systems
Nonlinear systems
Hidden Markov models
Hidden Markov model
Event-based control
Markov processes
Applied Mathematics
Adaptation models
hidden Markov model (HMM)
Energy consumption
Fuzzy control system
Membership-Function-Dependent (MFD) approach
Nonlinear system
Computational Theory and Mathematics
Control and Systems Engineering
Asynchronous communication
Dissipative system
interval type-2 (IT2) fuzzy Markov jump systems (MJSs)
Actuator
Actuators
Subjects
Details
- ISSN :
- 19410034 and 10636706
- Volume :
- 30
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Fuzzy Systems
- Accession number :
- edsair.doi.dedup.....873c61137026cb595145caba37bfd6fd