Continuification Control of Large-Scale Multiagent Systems in a Ring
In this Letter, we propose a method to control large-scale multiagent systems swarming in a ring. Specifically, we use a continuification-based approach that transforms the microscopic, agent-level description of the system dynamics into a macroscopic, continuum-level representation, which we employ...
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Veröffentlicht in: | IEEE control systems letters 2023, Vol.7, p.841-846 |
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Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | In this Letter, we propose a method to control large-scale multiagent systems swarming in a ring. Specifically, we use a continuification-based approach that transforms the microscopic, agent-level description of the system dynamics into a macroscopic, continuum-level representation, which we employ to synthesize a control action towards a desired distribution of the agents. The continuum-level control action is then discretized at the agent-level in order to practically implement it. To confirm the effectiveness and the robustness of the proposed approach, we complement theoretical derivations with numerical simulations. |
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ISSN: | 2475-1456 2475-1456 |
DOI: | 10.1109/LCSYS.2022.3226619 |