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Discrete-State Decomposition Technique of Dissipativity Analysis for Discrete-Time Singular Systems With Time-Varying Delays

Yang Li, Yong He, Chuan‐Ke Zhang, Min Wu

2022IEEE Transactions on Cybernetics27 citationsDOI

Abstract

This article is concerned with the problem of dissipativity for discrete-time singular systems with time-varying delays. First, the discrete-state decomposition technique is proposed after performing the restricted equivalent transformation for singular systems. To reduce the use of decision variables, the state-decomposed Lyapunov function is established based on the decomposed state vectors. Second, to obtain the condition with less conservatism, the two zero-value equations, especially concerning difference subsystems and algebraic ones, the discrete Wirtinger-based inequality and the extended reciprocally convex inequality are employed to bound the forward difference of the Lyapunov function. Then, the less conservative dissipativity criteria with lower computational complexity are obtained. Finally, simulation results are provided to demonstrate the superiority of the proposed technique.

Topics & Concepts

MathematicsDiscrete time and continuous timeLyapunov functionState (computer science)Algebraic numberFunction (biology)Applied mathematicsTransformation (genetics)Zero (linguistics)Singular value decompositionControl theory (sociology)Regular polygonNonlinear systemMathematical analysisComputer scienceAlgorithmControl (management)GeneStatisticsQuantum mechanicsBiologyArtificial intelligencePhilosophyChemistryPhysicsLinguisticsBiochemistryEvolutionary biologyGeometryStability and Control of Uncertain SystemsNeural Networks Stability and SynchronizationControl and Stability of Dynamical Systems
Discrete-State Decomposition Technique of Dissipativity Analysis for Discrete-Time Singular Systems With Time-Varying Delays | Litcius