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
Hauptverfasser: Maffettone, Gian Carlo, Boldini, Alain, Di Bernardo, Mario, Porfiri, Maurizio
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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.
ISSN:2475-1456
2475-1456
DOI:10.1109/LCSYS.2022.3226619