4.8 Article

Dissipativity-Based Sampled-Data Control for Fuzzy Switched Markovian Jump Systems

Journal

IEEE TRANSACTIONS ON FUZZY SYSTEMS
Volume 29, Issue 6, Pages 1325-1339

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2020.2970856

Keywords

Dissipative; fuzzy sampled-data control; switched Markovian jump systems (SMJSs); time-dependent Lyapunov functional

Funding

  1. National Natural Science Foundation of China [61973148, 61773191]
  2. Natural Science Foundation of Shandong Province for Outstanding Young Talents in Provincial Universities [ZR2016JL025]
  3. Basic Science Research Programs through the National Research Foundation ofKorea (NRF) - Ministry of Education [NRF-2017R1A2B2004671]
  4. National Research Foundation of Korea [4220200113789] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)

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This article investigates the dissipativity-based sampled-data control problem for FSMJSs, proposing stability and dissipativity criteria, and revealing the relationship between ADT and sampling period. Based on the criteria, a sampled-data controller is designed and validated with a circuit simulation example.
In this article, the dissipativity-based sampled-data control problem is studied for the fuzzy switched Markovian jump systems (FSMJSs). By considering the problem of the asynchronous switching caused by the subsystems' switching occurred during the sampling intervals, constructing novel time-dependent Lyapunov functional, and using average dwell time (ADT) approach, sufficient mean-square exponential stability criteria, and strictly (Q, S, R) -gamma- dissipativity criteria are proposed under the constraints that the maximum sampling period is no larger than the dwell-time between the transition rates switching instants. Mean-while, a relationship between ADT and sampling period is revealed for FSMJSs. Based on the strictly (Q, S, R) -gamma- dissipativity criteria, the sampled-data controller is designed for FSMJSs. A circuit simulation example is provided to illustrate the effectiveness of the proposed method.

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