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Spatially Local Piecewise Fuzzy Control for Nonlinear Delayed DPSs With Random Packet Losses

Zipeng Wang, Huai‐Ning Wu, Tingwen Huang

2021IEEE Transactions on Fuzzy Systems26 citationsDOI

Abstract

This article introduces a spatially local piecewise fuzzy control (SLPFC) for nonlinear delayed distributed parameter systems (DPSs) with random packet losses. Due to the limited bandwidth of the channels, the random packet losses could occur simultaneously in the communication channels from the sensor to the controller and from the controller to the actuator, which are assumed to obey the Bernoulli random binary distribution. An SLPFC design is given such that, for all possible random packet losses, the closed-loop delayed DPS is mean square exponentially stable. Delay-dependent conditions are obtained and then two procedures are given for designing the spatially local piecewise fuzzy controller: one casts the controller design into an iterative linear matrix inequality (LMI) algorithm and the other casts the controller design into a parameter-dependent LMI problem. Two examples are provided to illustrate the usefulness of the presented design approach.

Topics & Concepts

Control theory (sociology)PiecewiseLinear matrix inequalityFuzzy logicMathematicsBernoulli distributionFuzzy control systemNonlinear systemController (irrigation)Network packetBandwidth (computing)Bernoulli's principleMathematical optimizationComputer scienceRandom variableStatisticsEngineeringControl (management)TelecommunicationsPhysicsMathematical analysisBiologyAerospace engineeringAgronomyComputer networkArtificial intelligenceQuantum mechanicsStability and Controllability of Differential EquationsStability and Control of Uncertain SystemsNeural Networks Stability and Synchronization
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