Litcius/Paper detail

Further Studies on Sampled-Data Consensus of Multi-Agent Systems With Communication Delays

Yajuan Liu, Jiayu Li, Fang Fang, Ju H. Park

2022IEEE Transactions on Signal and Information Processing over Networks28 citationsDOI

Abstract

To lower the computational burden and weaken the impact of uncertainties of controllers on system stability, a novel nonfragile sampled-data control scheme is presented for multi-agent systems (MASs) with communication delays. A modified looped-functional, where some matrices are not required to be positive, is introduced by fully utilizing the state information of some intervals. Furthermore, based on the constructed Lyapunov functional, together with the free weighting matrix method, the improved sufficient conditions for consensus of the MASs are derived in the form of linear matrix inequalities (LMIs). Finally, two numerical simulations are used to illustrate the better performance of the proposed methods than other existing literature.

Topics & Concepts

WeightingControl theory (sociology)Computer scienceStability (learning theory)State (computer science)Scheme (mathematics)Matrix (chemical analysis)MathematicsMathematical optimizationControl (management)AlgorithmArtificial intelligenceComposite materialRadiologyMachine learningMaterials scienceMathematical analysisMedicineDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationStability and Control of Uncertain Systems