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Consensus control for multi-rate multi-agent systems with fading measurements: the dynamic event-triggered case

Fei Han, Jianhua Liu, Jiahui Li, Jinbo Song, Mei Wang, Yong Zhang

2023Systems Science & Control Engineering93 citationsDOIOpen Access PDF

Abstract

This paper studies the distributed H∞-consensus control problem for a class of multi-rate multi-agent systems with fading measurements. A multi-rate sampling strategy is adopted to be more in line with actual need and the channels between each agent and its sensor always fade non-identically. The multi-rate system is transformed into a single-rate system via the lifting technique. For the purpose of reducing the transmission burden, a dynamic event-triggered mechanism is utilized to determine whether the agent's information is allowed to transmit to its neighbours. This paper aims to design an observer-based event-triggered controller for each agent to achieve the H∞-consensus control performance constraint. With the help of the Lyapuonv stability theory, sufficient conditions are obtained that can ensure the desired control performance for the resulting closed-loop systems, and then the desired gain matrices are calculated by solving the linear matrix inequality. Finally, a numerical simulation example is given to demonstrate the effectiveness of the distributed event-triggered consensus control scheme.

Topics & Concepts

FadingControl theory (sociology)Observer (physics)Computer scienceController (irrigation)Independent and identically distributed random variablesConstraint (computer-aided design)Transmission (telecommunications)Event (particle physics)Multi-agent systemStability (learning theory)Control (management)Mathematical optimizationMathematicsTelecommunicationsRandom variableArtificial intelligenceChannel (broadcasting)StatisticsPhysicsQuantum mechanicsMachine learningGeometryBiologyAgronomyDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationStability and Control of Uncertain Systems