Fuzzy sliding mode control design of Markovian jump systems with time-varying delay

Abstract This paper studies the robust stochastic stabilization problem for a class of fuzzy Markovian jump systems with time-varying delay and external disturbances via sliding mode control scheme. Based on the equivalent-input-disturbance (EID) approach, an online disturbance estimator is implemented to reject the unknown disturbance effect on the considered system. Specifically, to obtain exact EID estimation Luenberger fuzzy state observer and a low-pass filter incorporated to the closed-loop system. Moreover, novel fuzzy EID-based sliding mode control law is constructed to ensure the stability of the closed-loop system with satisfactory disturbance rejection performance. By employing Lyapunov stability theory and some integral inequalities, a new set of delay-dependent robust stability conditions is derived in terms of linear matrix inequalities (LMIs). The resulting LMI is used to find the gains of the state-feedback controller and the state observer a for the resulting closed-loop system. At last, numerical simulations based on the single-link arm robot model are provided to illustrate the proposed design technique.

[1]  Chuandong Li,et al.  Asynchronous Dissipative Control for Fuzzy Markov Jump Systems , 2018, IEEE Transactions on Cybernetics.

[2]  Jin-Hua She,et al.  Disturbance rejection in nonlinear systems based on equivalent-input-disturbance approach , 2016, Appl. Math. Comput..

[3]  Peng Shi,et al.  Fault-Tolerant Sliding-Mode-Observer Synthesis of Markovian Jump Systems Using Quantized Measurements , 2015, IEEE Transactions on Industrial Electronics.

[4]  Ju H. Park,et al.  New Methods of Fuzzy Sampled-Data Control for Stabilization of Chaotic Systems , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[5]  Qingling Zhang,et al.  A new design of sliding mode control for Markovian jump systems based on stochastic sliding surface , 2017, Inf. Sci..

[6]  Ligang Wu,et al.  Reliable Filter Design for Sensor Networks Using Type-2 Fuzzy Framework , 2017, IEEE Transactions on Industrial Informatics.

[7]  Peng Shi,et al.  Adaptive Sliding-Mode Control of Markov Jump Nonlinear Systems With Actuator Faults , 2017, IEEE Transactions on Automatic Control.

[8]  Peng Shi,et al.  Reliable Mixed $H_\infty $ and Passivity-Based Control for Fuzzy Markovian Switching Systems With Probabilistic Time Delays and Actuator Failures , 2015, IEEE Transactions on Cybernetics.

[9]  Ligang Wu,et al.  Fault Detection for Underactuated Manipulators Modeled by Markovian Jump Systems , 2016, IEEE Transactions on Industrial Electronics.

[10]  Yonggui Kao,et al.  Sliding mode control of Markovian jump systems with incomplete information on time-varying delays and transition rates , 2016, Appl. Math. Comput..

[11]  Wei Guan,et al.  Non-fragile fuzzy dissipative static output feedback control for Markovian jump systems subject to actuator saturation , 2016, Neurocomputing.

[12]  Choon Ki Ahn,et al.  Receding horizon disturbance attenuation for Takagi-Sugeno fuzzy switched dynamic neural networks , 2014, Inf. Sci..

[13]  Hak-Keung Lam,et al.  Observer-Based Fuzzy Control for Nonlinear Networked Systems Under Unmeasurable Premise Variables , 2016, IEEE Transactions on Fuzzy Systems.

[14]  Gang Feng,et al.  Analysis and Synthesis of Memory-Based Fuzzy Sliding Mode Controllers , 2015, IEEE Transactions on Cybernetics.

[15]  Ligang Wu,et al.  Sliding Mode Control of a Three-Phase AC/DC Voltage Source Converter Under Unknown Load Conditions: Industry Applications , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[16]  Peng Shi,et al.  Reliable Filtering of Nonlinear Markovian Jump Systems: The Continuous-Time Case , 2019, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[17]  Yonggui Kao,et al.  H∞ sliding mode control for uncertain neutral-type stochastic systems with Markovian jumping parameters , 2015, Inf. Sci..

[18]  Ligang Wu,et al.  Observer-based adaptive sliding mode control for nonlinear Markovian jump systems , 2016, Autom..

[19]  Yan Shi,et al.  Distributed Adaptive Fuzzy Control for Nonlinear Multiagent Systems Via Sliding Mode Observers , 2016, IEEE Transactions on Cybernetics.

[20]  Jianbin Qiu,et al.  Sliding mode control for semi-Markovian jump systems via output feedback , 2017, Autom..

[21]  Arash Farnam,et al.  Improved linear matrix inequality approach to stability analysis of linear systems with interval time-varying delays , 2016, J. Comput. Appl. Math..

[22]  Huijun Gao,et al.  Fault-tolerant control of Markovian jump stochastic systems via the augmented sliding mode observer approach , 2014, Autom..

[23]  Ligang Wu,et al.  Neural Network-Based Passive Filtering for Delayed Neutral-Type Semi-Markovian Jump Systems , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[24]  Peng Shi,et al.  Robust reliable H∞ control for fuzzy systems with random delays and linear fractional uncertainties , 2016, Fuzzy Sets Syst..

[25]  Shen Yin,et al.  Adaptive Fuzzy Control of Strict-Feedback Nonlinear Time-Delay Systems With Unmodeled Dynamics , 2016, IEEE Transactions on Cybernetics.

[26]  Huijun Gao,et al.  Extended State Observer-Based Sliding-Mode Control for Three-Phase Power Converters , 2017, IEEE Transactions on Industrial Electronics.

[27]  Sing Kiong Nguang,et al.  Finite‐time stabilization of Markovian jump delay systems – a switching control approach , 2017 .

[28]  Guang-Hong Yang,et al.  Fault estimation for a class of nonlinear Markov jump systems with general uncertain transition rates , 2017, Int. J. Syst. Sci..

[29]  Jinhua She,et al.  Active disturbance rejection in switched neutral-delay systems based on equivalent-input-disturbance approach , 2016 .

[30]  Qingling Zhang,et al.  Fuzzy Stochastic Optimal Guaranteed Cost Control of Bio-Economic Singular Markovian Jump Systems , 2015, IEEE Transactions on Cybernetics.

[31]  Hamid Reza Karimi,et al.  model reduction for continuous-time Markovian jump systems with incomplete statistics of mode information , 2014, Int. J. Syst. Sci..

[32]  Ju H. Park,et al.  Stability and stabilization of T-S fuzzy systems with time-varying delays via augmented Lyapunov-Krasovskii functionals , 2016, Inf. Sci..

[33]  Hamid Reza Karimi,et al.  State estimation on positive Markovian jump systems with time-varying delay and uncertain transition probabilities , 2016, Inf. Sci..

[34]  Hamid Reza Karimi,et al.  Robust finite-time fuzzy H∞ control for uncertain time-delay systems with stochastic jumps , 2014, J. Frankl. Inst..

[35]  Peng Shi,et al.  Sampled-Data Synchronization of Chaotic Lur'e Systems With Time Delays , 2013, IEEE Transactions on Neural Networks and Learning Systems.

[36]  Yuanqing Xia,et al.  Disturbance Observer-Based Integral Sliding-Mode Control for Systems With Mismatched Disturbances , 2016, IEEE Transactions on Industrial Electronics.

[37]  Hamid Reza Karimi,et al.  Equivalent-input-disturbance-based repetitive tracking control for Takagi–Sugeno fuzzy systems with saturating actuator , 2016 .