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Dynamic Target Enclosing Control Scheme for Multi-Agent Systems via a Signed Graph-Based Approach

Weihao Li, Kaiyu Qin, Mengji Shi, Jingliang Shao, Boxian Lin

2023IEEE/CAA Journal of Automatica Sinica28 citationsDOIOpen Access PDF

Abstract

Dear Editor, This letter investigates the target enclosing control problem of multi-agent systems. A signed graph-based control strategy is presented, where the agents are steered to enclose the dynamic target from both sides as they move. This is inspired by the phenomenon that signed networks exhibit bipartite clustering if the underlying graph is structurally balanced, so that the agents may naturally enclose the zero point from opposite sides (+ and -) if proper controllers are applied. By adopting a distributed observer to estimate the information of dynamic target, a consensus-based enclosing control scheme is designed. Furthermore, a complete Laplacian matrix (CLM)-based Lyapunov analysis method is introduced to prove the control stability, which provides simpler theoretical validation for the stability analysis of average consensus than the conventional method based on state transition matrix. Finally, some numerical simulations are shown to verify the effectiveness of the proposed control scheme.

Topics & Concepts

Laplacian matrixBipartite graphComputer scienceObserver (physics)GraphScheme (mathematics)Multi-agent systemDirected graphLyapunov stabilityStability (learning theory)Control theory (sociology)Topology (electrical circuits)MathematicsAlgorithmControl (management)Theoretical computer scienceArtificial intelligenceMachine learningCombinatoricsMathematical analysisQuantum mechanicsPhysicsDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationMathematical and Theoretical Epidemiology and Ecology Models
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