IEEE Transactions on Circuits & Systems II Express Briefs · 2021 · 36 citations · 19 references
EngineeringSystems EngineeringComplex SystemsDistributed SystemsSystem DynamicsCommunication TopologiesConsensus AlgorithmsDecentralized ControlDistributed ConsensusDistributed ControlMulti-agent SystemsClosed-loop SystemsCommunication DelaysConsensusConsensus ControlConsensus Under Communication DelaysConsensus With DelaysMulti-agent ConsensusTime-varying Delays
This brief studies the consensus problem for heterogeneous multi-agent systems subject to time-varying communication delays, intermittent observations and system noises. An internal reference model for switching and directed communication topologies is constructed to generate a common signal for all agents. Different from existing literatures that design observer to estimate each agent’s state, the optimal estimator in this brief is derived based on the intermittent observations. A sufficient condition is given for the mean-square consensus of the closed loop control systems. A simulation example is provided to illustrate the effectiveness of the proposed algorithm.
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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