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Influence of sensorial delay on clustering and swarming

Rafal Piwowarczyk, Martin Selin, Thomas Ihle, Giovanni Volpe

发表年份
2019
引用次数
34

摘要

We show that sensorial delay alters the collective motion of self-propelling agents with aligning interactions: In a two-dimensional Vicsek model, short delays enhance the emergence of clusters and swarms, while long or negative delays prevent their formation. In order to quantify this phenomenon, we introduce a global clustering parameter based on the Voronoi tessellation, which permits us to efficiently measure the formation of clusters. Thanks to its simplicity, sensorial delay might already play a role in the organization of living organisms and can provide a powerful tool to engineer and dynamically tune the behavior of large ensembles of autonomous robots.

关键词

Voronoi diagramCluster analysisComputer scienceSwarming (honey bee)RobotCollective behaviorTessellation (computer graphics)Distributed computingArtificial intelligenceMathematics

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