Sliding Mode Control for Interval Type-2 Fuzzy System Under Fading Channels

This paper addresses the problem of sliding mode control for discrete-time interval type-2 fuzzy system subject to fading channels. The multiplicative fading model is established for reflecting the fluctuation of the transmitted signals. Meanwhile, the membership function-dependent sliding function involves the fading coefficient. By using the membership functions depending on the fading signals, the mismatched interval type-2 fuzzy sliding mode controller is designed such that the state trajectories can be driven into the neighborhood of the specified sliding surface. Moreover, the closed-loop fuzzy system is ensured to be mean-square asymptotically stable. Finally, the proposed control scheme is verified by a numerical example.

[1]  Hak-Keung Lam,et al.  Stability analysis of fuzzy control systems subject to uncertain grades of membership , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[2]  Yugang Niu,et al.  Control strategy with adaptive quantizer's parameters under digital communication channels , 2014, Autom..

[3]  Yugang Niu,et al.  Output‐feedback‐based sliding mode control for networked control systems subject to packet loss and quantization , 2019, Asian Journal of Control.

[4]  Nicola Elia,et al.  Remote stabilization over fading channels , 2005, Syst. Control. Lett..

[5]  Xingyu Wang,et al.  Output-feedback control design for NCSs subject to quantization and dropout , 2009, Inf. Sci..

[6]  Yugang Niu,et al.  Robust finite-time dissipative control subject to randomly occurring uncertainties and stochastic fading measurements , 2017, J. Frankl. Inst..

[7]  Nan Xiao,et al.  Feedback Stabilization of Discrete-Time Networked Systems Over Fading Channels , 2012, IEEE Transactions on Automatic Control.

[8]  Hak-Keung Lam,et al.  Stability Analysis of Interval Type-2 Fuzzy-Model-Based Control Systems , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[9]  Yugang Niu,et al.  Sliding mode control subject to rice channel fading , 2019 .

[10]  Shun-Feng Su,et al.  Dynamic Event-Triggered Control for Interval Type-2 Fuzzy Systems Under Fading Channel , 2020, IEEE Transactions on Cybernetics.

[11]  Hongli Dong,et al.  Genetic-Algorithm-Assisted Sliding-Mode Control for Networked State-Saturated Systems Over Hidden Markov Fading Channels , 2020, IEEE Transactions on Cybernetics.

[12]  Yugang Niu,et al.  Sliding-Mode Control of T–S Fuzzy Systems Under Weighted Try-Once-Discard Protocol , 2020, IEEE Transactions on Cybernetics.

[13]  James Lam,et al.  Fuzzy Remote Tracking Control for Randomly Varying Local Nonlinear Models Under Fading and Missing Measurements , 2018, IEEE Transactions on Fuzzy Systems.

[14]  Yugang Niu,et al.  State Feedback Stabilization Over Finite‐State Fading Channels , 2016 .

[15]  Yugang Niu,et al.  Input-to-State Stabilization of Interval Type-2 Fuzzy Systems Subject to Cyberattacks: An Observer-Based Adaptive Sliding Mode Approach , 2020, IEEE Transactions on Fuzzy Systems.

[16]  H. K. Lam A Review on Stability Analysis of Continuous-Time Fuzzy-Model-Based Control Systems : From Membership-Function-Independent to Membership-Function-Dependent Analysis , .

[17]  Biao Huang,et al.  A new method for stabilization of networked control systems with random delays , 2005, Proceedings of the 2005, American Control Conference, 2005..

[18]  Yugang Niu,et al.  Quantised feedback stabilisation of LTI systems over partly unknown Markov fading channels , 2017, Int. J. Syst. Sci..

[19]  R. Khasminskii Stochastic Stability of Differential Equations , 1980 .