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    Output Feedback Stabilization for a Class of Multi-Variable Bilinear Stochastic Systems with Stochastic Coupling Attenuation

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    zhang_et_al_2019.pdf (831.9Kb)
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    Publication date
    2017-06
    Author
    Zhang, Qichun
    Zhou, J.
    Wang, H.
    Chai, T.
    Keyword
    Bilinear stochastic systems
    Output feedback block backstepping
    Stochastic coupling attenuation
    Rights
    © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
    Peer-Reviewed
    Yes
    
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    Abstract
    In this technical note, stochastic coupling attenuation is investigated for a class of multi-variable bilinear stochastic systems and a novel output feedback m-block backstepping controller with linear estimator is designed, where gradient descent optimization is used to tune the design parameters of the controller. It has been shown that the trajectories of the closed-loop stochastic systems are bounded in probability sense and the stochastic coupling of the system outputs can be effectively attenuated by the proposed control algorithm. Moreover, the stability of the stochastic systems is analyzed and the effectiveness of the proposed method has been demonstrated using a simulated example.
    URI
    http://hdl.handle.net/10454/17336
    Version
    Accepted manuscript
    Citation
    Zhang Q, Zhou J, Wang H et al (2017) Output Feedback Stabilization for a Class of Multi-Variable Bilinear Stochastic Systems with Stochastic Coupling Attenuation. IEEE Transactions on Automatic Control. 62(6): 2936-2942.
    Link to publisher’s version
    https://doi.org/10.1109/TAC.2016.2604683
    Type
    Article
    Collections
    Engineering and Informatics Publications

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