In this paper, an adaptive decentralized fuzzy control scheme is presented for a class of multiple-input and multiple-output (MIMO) nonlinear interconnected systems with unmodeled dynamics and dead zones. In the controller design procedure, fuzzy logic systems are used to approximate the unknown nonlinear functions and then an adaptive fuzzy controller is developed by combining adaptive technique with backstepping. The proposed control scheme can guarantee that all signals in the closed-loop system are semi-globally uniformly ultimately bounded in mean square. Simulation results are provided to illustrate the effectiveness of the proposed scheme.


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    Title :

    Adaptive fuzzy decentralized control for a class of interconnected nonlinear system with unmodeled dynamics and dead zones


    Contributors:

    Publication date :

    2016-11-19


    Remarks:

    Wang , H , Liu , W , Liu , P X & Lam , H K 2016 , ' Adaptive fuzzy decentralized control for a class of interconnected nonlinear system with unmodeled dynamics and dead zones ' NEUROCOMPUTING , vol 214 , pp. 972-980 . DOI:10.1016/j.neucom.2016.07.019



    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English



    Classification :

    DDC:    629



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