Literature DB >> 28422700

Adaptive Fuzzy Control for Nonstrict Feedback Systems With Unmodeled Dynamics and Fuzzy Dead Zone via Output Feedback.

Lijie Wang, Hongyi Li, Qi Zhou, Renquan Lu.   

Abstract

This paper investigates the problem of observer-based adaptive fuzzy control for a category of nonstrict feedback systems subject to both unmodeled dynamics and fuzzy dead zone. Through constructing a fuzzy state observer and introducing a center of gravity method, unmeasurable states are estimated and the fuzzy dead zone is defuzzified, respectively. By employing fuzzy logic systems to identify the unknown functions. And combining small-gain approach with adaptive backstepping control technique, a novel adaptive fuzzy output feedback control strategy is developed, which ensures that all signals involved are semi-globally uniformly bounded. Simulation results are given to demonstrate the effectiveness of the presented method.

Year:  2017        PMID: 28422700     DOI: 10.1109/TCYB.2017.2684131

Source DB:  PubMed          Journal:  IEEE Trans Cybern        ISSN: 2168-2267            Impact factor:   11.448


  2 in total

1.  Predefined Time Synchronization Control for Uncertain Chaotic Systems.

Authors:  Yun Liu; Fang Zhu
Journal:  Comput Intell Neurosci       Date:  2022-03-03

2.  TSM-Based Adaptive Fuzzy Control of Robotic Manipulators with Output Constraints.

Authors:  Fei Yan; Shubo Wang
Journal:  Comput Intell Neurosci       Date:  2021-07-13
  2 in total

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