Literature DB >> 25474817

Control of Nonlinear Networked Systems With Packet Dropouts: Interval Type-2 Fuzzy Model-Based Approach.

Hongyi Li, Chengwei Wu, Peng Shi, Yabin Gao.   

Abstract

In this paper, the problem of fuzzy control for nonlinear networked control systems with packet dropouts and parameter uncertainties is studied based on the interval type-2 fuzzy-model-based approach. In the control design, the intermittent data loss existing in the closed-loop system is taken into account. The parameter uncertainties can be represented and captured effectively via the membership functions described by lower and upper membership functions and relative weighting functions. A novel fuzzy state-feedback controller is designed to guarantee the resulting closed-loop system to be stochastically stable with an optimal performance. Furthermore, to make the controller design more flexible, the designed controller does not need to share membership functions and amount of fuzzy rules with the model. Some simulation results are provided to demonstrate the effectiveness of the proposed results.

Year:  2014        PMID: 25474817     DOI: 10.1109/TCYB.2014.2371814

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


  1 in total

1.  A New Model for Complex Dynamical Networks Considering Random Data Loss.

Authors:  Xu Wu; Guo-Ping Jiang; Xinwei Wang
Journal:  Entropy (Basel)       Date:  2019-08-15       Impact factor: 2.524

  1 in total

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