Observer-based fixed-time fuzzy tracking control for stochastic nonstrict nonlinear systems with hysteresis nonlinearity. (July 2023)

• Record Type: Journal Article
• Authors: Ju, Hanzheng; Tao, Fazhan; Wang, Nan; Fu, Zhumu; Ma, Haoxiang
• Is Part Of: Transactions of the Institute of Measurement and Control. Volume 45:Number 11(2023)
• Page Start: 2122
• Page End: 2134
• Publication Date: 2023-07
• Subjects: Fuzzy logic system -- fixed-time control -- nonstrict -- hysteresis -- state observer -- nonlinear stochastic systems; Automatic control -- Periodicals; Measuring instruments -- Periodicals; Commande automatique -- Périodiques; Mesure -- Instruments -- Périodiques; 681.2
• DOI: 10.1177/01423312221147950
• Languages: English
• ISSNs: 0142-3312

Abstract

In this paper, a new adaptive fuzzy fixed-time control strategy is proposed for stochastic nonstrict nonlinear systems with Bouc–Wen type of hysteresis input and unmeasured state variables. The Bouc–Wen model is recognized as one of the most intractable mechanical hysteresis models. The established state observer is used to assess unmeasurable states, and the fuzzy logic systems are utilized to approximate the uncertain nonlinear functions in the system. Based on the state observer and backstepping method, a fixed-time controller is recursively designed to ensure that all closed-loop signals of the system are bounded and the tracking error converges to a small neighborhood of the origin within a fixed-time. Finally, the effectiveness of the control strategy is verified by two simulation examples.