Journal
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
Volume 22, Issue 2, Pages 368-379Publisher
SPRINGER HEIDELBERG
DOI: 10.1007/s40815-020-00807-y
Keywords
Random incomplete transmission; Interval type-2 (IT2) fuzzy control; Sensor saturation; Quantization; Actuator failure; Dissipativity
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Funding
- National Natural Science Foundation of China [61703051]
- Start-up Fund of Liaoning Province [20170520124]
- Project of Liaoning Province Science and Technology Program [2019-KF-03-13]
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This paper investigates the dissipative interval type-2 (IT2) fuzzy control issue for a group of uncertain nonlinear systems subject to randomly occurring sensor saturation and quantization. By utilizing the both lower and upper membership functions with relevant tradeoff moduli, uncertainties, which exist in the considered systems, can be captured effectively. During the design of the IT2 fuzzy controller, we take the actuator failure into consideration. Considering the randomicities for the occurrences of sensor saturation and quantization, two separate Bernoulli stochastic distributed courses are utilized to construct the corresponding complicated transmission route. In term of Lyapunov stability theory, sufficient criteria to design dissipative IT2 fuzzy controller are presented to assure the stochastic stability with strict dissipativity of resulting closed-loop systems. Finally, illustrative example verifies the effectiveness and merits of the control strategy proposed in this paper.
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