Decentralised control of multiple mobile agents for quick, smooth, and safe movement

Takeshi Kano, Mayuko Iwamoto, Daishin Ueyama

研究成果: Article査読

抄録

There are growing applications of multiagent systems in which each mobile agent moves towards its destination while avoiding others, e.g. robots in warehouses, self-driving cars, and flying drones. In these systems, it is desirable that each agent moves quickly, smoothly, and safely. However, simple methods for satisfying these three functions simultaneously have not been developed. To address this challenge, we capture the essential control mechanism for achieving multiobjective tasks, drawing inspiration from pedestrian flow. We propose a decentralised control scheme, an extension of the social force model, which is a simple model of pedestrian flow, wherein agents can avoid other agents based on the prediction of their future motions. Through simulations, we demonstrate that the proposed control scheme enables agents to move quickly, smoothly, and safely.

本文言語English
論文番号125898
ジャーナルPhysica A: Statistical Mechanics and its Applications
572
DOI
出版ステータスPublished - 2021 6 15

ASJC Scopus subject areas

  • 統計学および確率
  • 凝縮系物理学

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