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Leaderless Consensus for Second-Order Inertia Uncertain Multi-Agent Systems Under Directed Graphs Without Relative Velocity Information

Kaixin Tian, Zhenhong Guo, Jie Mei, Chunjing Jiang, Guangfu Ma

2021IEEE Transactions on Network Science and Engineering35 citationsDOI

Abstract

In this paper, we investigate the leaderless consensus problem for second-order multi-agent systems (MASs) with unknown inertias and parametric uncertainties. The graph that describes the interaction among the agents is generally directed. We consider both fixed and switching graphs. For a fixed directed topology, the associated graph needs to contain a spanning tree. For dynamically switching topologies, the uniform joint connectivity is required. We proposed consensus algorithms without relative velocity measurements, which are fully distributed in the sense that no common control gains are used and no global gain dependency conditions are required. The cases of agent dynamics with unknown nonidentical control directions and the asymptotic consensus in the presence of external disturbances are further investigated.

Topics & Concepts

Multi-agent systemNetwork topologyInertiaParametric statisticsDirected graphConsensusTopology (electrical circuits)Strongly connected componentControl theory (sociology)MathematicsGraphComputer scienceGraph theoryMathematical optimizationControl (management)Discrete mathematicsCombinatoricsArtificial intelligenceComputer networkPhysicsStatisticsClassical mechanicsDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationStability and Control of Uncertain Systems