4.6 Article

Fuzzy SMC for Quantized Nonlinear Stochastic Switching Systems With Semi-Markovian Process and Application

Journal

IEEE TRANSACTIONS ON CYBERNETICS
Volume 52, Issue 9, Pages 9316-9325

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCYB.2021.3069423

Keywords

Switching systems; Stochastic processes; Quantization (signal); Control systems; Uncertainty; Switches; Switched mode power supplies; Semi-Markovian process (SMP); semi-Markovian switching parameters; signal quantization; T-S fuzzy strategy

Funding

  1. National Natural Science Foundation of China [61703231, 62073188, 61773236, 61873331]
  2. Natural Science Foundation of Shandong [ZR2019YQ29]
  3. Postdoctoral Science Foundation of China [2018T110670]
  4. National Research Foundation of Korea (NRF) - Korea Government (MSIT) [2020R1A2B5B02002002]

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This article presents a quantized sliding-mode control design methodology for nonlinear stochastic switching systems, considering semi-Markovian switching parameters, T-S fuzzy strategy, uncertainty, signal quantization, and nonlinearity. The approach involves using a mode-independent sliding surface and Lyapunov function to analyze and control the stability of the sliding-mode dynamics.
This article is concerned with the issue of quantized sliding-mode control (SMC) design methodology for nonlinear stochastic switching systems subject to semi-Markovian switching parameters, T-S fuzzy strategy, uncertainty, signal quantization, and nonlinearity. Compared with the previous literature, the quantized control input is first considered in studying T-S fuzzy stochastic switching systems with a semi-Markovian process. A mode-independent sliding surface is adopted to avoid the potential repetitive jumping effects. Then, by means of the Lyapunov function, stochastic stability criteria are proposed to be dependent of sojourn time for the corresponding sliding-mode dynamics. Furthermore, the fuzzy-model-based SMC law is proposed to ensure the finite-time reachability of the sliding-mode dynamics. Finally, an application example of a modified series dc motor model is provided to demonstrate the effectiveness of the theoretical findings.

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