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Type: Journal article
Title: Adaptive fuzzy control of nonlinear systems with unknown dead zones based on command filtering
Author: Yu, J.
Shi, P.
Dong, W.
Lin, C.
Citation: IEEE Transactions on Fuzzy Systems, 2018; 26(1):46-55
Publisher: IEEE
Issue Date: 2018
ISSN: 1063-6706
Statement of
Jinpeng Yu, Peng Shi, Wenjie Dong and Chong Lin
Abstract: Adaptive fuzzy control via command filtering is proposed for uncertain strict-feedback nonlinear systems with unknown nonsymmetric dead-zone input signals in this paper. The command filtering is utilized to cope with the inherent explosion of the complexity problem of the classical backstepping method, and the error compensation mechanism is introduced to overcome the drawback of the dynamics surface approach. In addition, by utilizing the bound information of dead-zone slopes, a new adaptive fuzzy method that does not need to establish the inverse of the dead zone is presented for the unknown nonlinear systems. Compared with existing results, the advantages of the developed scheme are that the compensating signals are designed to eliminate the filtering errors and only one adaptive parameter is required, which will make the proposed control scheme more effective for practical systems. An example of position tracking control for the electromechanical system is given to demonstrate the usefulness and potential of the new design scheme.
Keywords: Backstepping control; command filtering; dead-zone inputs; fuzzy adaptive control
Rights: © 2016 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. See standards/publications/rights/index.html for more information.
RMID: 0030082099
DOI: 10.1109/TFUZZ.2016.2634162
Grant ID:
Appears in Collections:Electrical and Electronic Engineering publications

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