日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

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arXiv:2510.16850

DiRAC - Distributed Robot Awareness and Consensus

DiRAC - Distributed Robot Awareness and Consensus

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著者: Uday Gopan, Manjari Kulkarni, Lakshasri S, Kashish Mittal, Sriram Radhakrishna, Aditya Naskar, Rameshwar DL

分類: cs.MA, cs.DC, cs.RO

原文アブストラクト

DiRAC is a scalable, distributed framework designed to enable efficient task assignment and path planning in very large robotic swarms. It introduces a novel zone-partitioned architecture with dynamically elected leaders and a tick-synchronized consensus protocol that yields strong consistency and deterministic outcomes. For path planning, DiRAC uses a novel algorithm, a force-based decentralized planner for real-time collision resolution. Validated within ROS 2 middleware through preliminary simulation, DiRAC demonstrates architectural scalability and modular efficiency in simulated warehouse environments, laying the groundwork for real-world deployment in large-scale industrial and logistics domains.