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Co-design method for <i>H</i> <sub>∞</sub> control of quantized T-S fuzzy system over the networked system

Muhammad Shamrooz Aslam

2020Journal of Intelligent & Fuzzy Systems21 citationsDOI

Abstract

This paper deals with the problem of quantized state feedback H ∞ control for T-S fuzzy systems with appearing the communication delay under stochastic nonlinearity. To accomplish the objective a uniform framework for effective bandwidth utilization is employed to design co-design method. First of all, the co-design method is proposed such that the data can be communicated according to some logic function. Then, we implemented the measurement size-reduction scheme, using the logarithmic quantization. Additionally, we provided the impact of co-design method and quantization, on the original model of networked control systems (NCSs) is redeveloped as a new structure of hybrid-triggered NCSs with network induced delay. Moreover, Lyapunov-Krasovskii functional is considered to grantee the closed-loop for stochastic stability analysis of the T-S fuzzy system. The solvability of Lyapunov-Krasovskii functional results in the formation of Linear matrix inequalities. The solution of Linear matrix inequalities leads to the controller gains to perform simulations to validate the proposed scheme.

Topics & Concepts

Control theory (sociology)Quantization (signal processing)Fuzzy logicNonlinear systemFuzzy control systemMathematicsLinear matrix inequalityComputer scienceNetworked control systemLogarithmControl systemMathematical optimizationControl (management)AlgorithmArtificial intelligenceQuantum mechanicsElectrical engineeringPhysicsEngineeringMathematical analysisNeural Networks Stability and SynchronizationStability and Control of Uncertain SystemsChaos control and synchronization
Co-design method for <i>H</i> <sub>∞</sub> control of quantized T-S fuzzy system over the networked system | Litcius