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dc.contributor.authorZhang, Qichunen
dc.contributor.authorZhou, Jinglinen
dc.contributor.authorWang Hongen
dc.contributor.authorChai, Tianyouen
dc.date.accessioned2017-10-11T10:57:03Z
dc.date.available2017-10-11T10:57:03Z
dc.date.issued2016-08-31
dc.identifier.citationZang, Q. et al (2016) Output Feedback Stabilization for a Class of Multi-Variable Bilinear Stochastic Systems With Stochastic Coupling Attenuation. IEEE Transactions on Automatic Control, 62 (6), pp.2936-2942en
dc.identifier.issn1558-2523
dc.identifier.urihttp://hdl.handle.net/2086/14602
dc.description.abstractIn 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.en
dc.language.isoenen
dc.publisherIEEEen
dc.subjectBilinear stochastic systemsen
dc.subjectoutput feedback block backsteppingen
dc.subjectstochastic coupling attenuationen
dc.titleOutput Feedback Stabilization for a Class of Multi-Variable Bilinear Stochastic Systems With Stochastic Coupling Attenuationen
dc.typeArticleen
dc.identifier.doihttps://dx.doi.org/10.1109/TAC.2016.2604683
dc.peerreviewedYesen
dc.funderthe open-project grant funded by the State Key Laboratory of Synthetical Automation for Process Industry at the Northeastern University, P.R. Chinaen
dc.funderNSFC (Grant No. 61473025 and No. 61134006)en
dc.projectidNSFC (Grant No. 61473025 and No. 61134006)en
dc.cclicenceN/Aen
dc.researchinstituteInstitute of Engineering Sciences (IES)en
dc.exception.ref2021codes254aen


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