IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2007 · 528 citations · 28 references
EngineeringAutonomous SystemsInformation TheoryProcess ControlQueuing TheoryControl SystemsControl TheoryController DesignDisturbance RejectionFeedback ControlRobust ControlCommunication ChannelsController SynthesisNetworked Control SystemsRejection Of Stochastic DisturbancesRobust Control DesignRobust Control Of Uncertain SystemsRobust Networked ControlRobust Observer Design
In this paper, the robust H infinity control problem is considered for a class of networked systems with random communication packet losses. Because of the limited bandwidth of the channels, such random packet losses could occur, simultaneously, in the communication channels from the sensor to the controller and from the controller to the actuator. The random packet loss is assumed to obey the Bernoulli random binary distribution, and the parameter uncertainties are norm-bounded and enter into both the system and output matrices. In the presence of random packet losses, an observer-based feedback controller is designed to robustly exponentially stabilize the networked system in the sense of mean square and also achieve the prescribed H infinity disturbance-rejection-attenuation level. Both the stability-analysis and controller-synthesis problems are thoroughly investigated. It is shown that the controller-design problem under consideration is solvable if certain linear matrix inequalities (LMIs) are feasible. A simulation example is exploited to demonstrate the effectiveness of the proposed LMI approach.
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Kalman Filtering With Intermittent Observations
Bruno Sinopoli, Luca Schenato, Massimo Franceschetti et al. · IEEE Transactions on Automatic Control · 2004 · 2.5K citations