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Extended Dissipative Sliding-Mode Control for Discrete-Time Piecewise Nonhomogeneous Markov Jump Nonlinear Systems

Shanling Dong, Kan Xie, Guanrong Chen, Meiqin Liu, Zheng‐Guang Wu

2021IEEE Transactions on Cybernetics50 citationsDOI

Abstract

This article analyzes the problem of the sliding-mode control (SMC) design for discrete-time piecewise nonhomogeneous Markov jump nonlinear systems (MJNSs) subject to an external disturbance with time-varying transition probabilities (TPs). A discrete-time asynchronous integral sliding surface is constructed, which yields matched-nonlinearity-free sliding-mode dynamics (SMDs). Then, by using the mode-dependent Lyapunov function technique, a sufficient condition is established for ensuring the stochastic stability of SMD with extended dissipation. The solution to designing controller gains is obtained. Moreover, an SMC law and an adaptive law are, respectively, derived for driving the system trajectories to move into a predetermined sliding-mode region with specified precision. Finally, the feasibility and effectiveness of the new design are verified and demonstrated by a simulation example.

Topics & Concepts

Control theory (sociology)Sliding mode controlNonlinear systemPiecewiseDissipative systemDiscrete time and continuous timeMode (computer interface)Controller (irrigation)Lyapunov functionJumpComputer scienceVariable structure controlMathematicsMarkov chainControl (management)PhysicsMathematical analysisQuantum mechanicsMachine learningStatisticsOperating systemAgronomyBiologyArtificial intelligenceAdaptive Control of Nonlinear SystemsStability and Control of Uncertain SystemsAdvanced Control Systems Optimization
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