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Resilient group consensus in heterogeneously robust networks with hybrid dynamics

Yilun Shang

2020Mathematical Methods in the Applied Sciences22 citationsDOIOpen Access PDF

Abstract

This paper studies resilient coordinated control over networks with hybrid dynamics and malicious agents. In a hybrid multi‐agent system, continuous‐time and discrete‐time agents concurrently exist and communicate through local interaction. We introduce the notion of heterogeneous robustness to capture the topological structure and facilitate convergence analysis of hybrid agents over multiple subnetworks, where the exact number and identities of malicious agents are not known. A hybrid resilient strategy is first designed to ensure group consensus of the heterogeneously robust network admitting completely distributed implementation. We then develop a scaled consensus protocol which allows different clusters within each subnetwork, providing further flexibility over the resilient control tasks. Finally, some numerical examples are worked out to illustrate the effectiveness of theoretical results.

Topics & Concepts

SubnetworkRobustness (evolution)Distributed computingConvergence (economics)Computer scienceProtocol (science)Multi-agent systemFlexibility (engineering)ConsensusTopology (electrical circuits)Theoretical computer scienceMathematicsArtificial intelligenceComputer networkEconomic growthBiochemistryGeneEconomicsMedicineChemistryAlternative medicinePathologyStatisticsCombinatoricsDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationEnergy Efficient Wireless Sensor Networks