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Type: Journal article
Title: Asynchronous control of continuous-time nonlinear Markov jump systems subject to strict dissipativity
Author: Dong, S.
Wu, Z.
Su, H.
Shi, P.
Karimi, H.
Citation: IEEE Transactions on Automatic Control, 2019; 64(3):1250-1256
Publisher: IEEE
Issue Date: 2019
ISSN: 0018-9286
Statement of
Shanling Dong, Zheng-Guang Wu, Hongye Su, Peng Shi, Hamid Reza Karimi
Abstract: This paper addresses the strictly dissipative control problem for continuous-time nonlinear Markov jump systems via Takagi-Sugeno fuzzy rules. The modes of a devised fuzzy controller are assumed to run asynchronously with the modes of original system, which is widespread in practice and described through a hidden Markov model. A sufficient condition is acquired to ensure the stochastic stability and strict dissipativity of the closed-loop systems, based on which the design method of an asynchronous fuzzy controller is provided. Finally, one example is presented to illustrate the effectiveness and new features of the proposed design techniques.
Keywords: Markov processes; hidden Markov models; closed loop systems; stability analysi; nonlinear systems
Rights: © 2018 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.
RMID: 0030093710
DOI: 10.1109/TAC.2018.2846594
Grant ID:
Appears in Collections:Electrical and Electronic Engineering publications

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