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Backstepping Fuzzy Adaptive Control for a Class of Quantized Nonlinear Systems

Authors :
Shengyuan Xu
Peng Shi
Wenhui Liu
Cheng-Chew Lim
Source :
IEEE Transactions on Fuzzy Systems. 25:1090-1101
Publication Year :
2017
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2017.

Abstract

This paper proposes a new adaptive controller for a class of uncertain nonlinear systems with a quantized signal. Fuzzy logic systems are utilized to approximate nonlinear terms without imposing prior matching conditions required. A hysteretic type of quantizer is incorporated to reduce chattering. A new adaptive backstepping controller is designed to guarantee that the underlying uncertain nonlinear system is semiglobally uniformly ultimately bounded. Two numerical examples are presented to demonstrate the effectiveness and potential of the proposed techniques.

Details

ISSN :
19410034 and 10636706
Volume :
25
Database :
OpenAIRE
Journal :
IEEE Transactions on Fuzzy Systems
Accession number :
edsair.doi...........ce215802afe4395e38c150a235358adf