日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

週刊ニュースレター購読
arXiv:2404.19138

Multi-Source Encapsulation With Guaranteed Convergence Using Minimalist Robots

Multi-Source Encapsulation With Guaranteed Convergence Using Minimalist Robots

シェア:XThreadsFacebookLINEはてブBluesky

著者: Himani Sinhmar, Hadas Kress-Gazit

分類: cs.RO

原文アブストラクト

We present a decentralized control algorithm for a minimalist robotic swarm lacking memory, explicit communication, or relative position information, to encapsulate multiple diffusive target sources in a bounded environment. The state-of-the-art approaches generally require either local communication or relative localization to provide guarantees of convergence and safety. We quantify trade-offs between task, control, and robot parameters for guaranteed safe convergence to all the sources. Furthermore, our algorithm is robust to occlusions and noise in the sensor measurements as we demonstrate in simulation.