DiRAC - Distributed Robot Awareness and Consensus

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

arXiv.org Artificial Intelligence 

Abstract--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. V alidated 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. Index T erms--Swarm Robotics, Multi-Agent Systems, Distributed Consensus, T ask Assignment, Path Planning, Distributed Algorithms, Robot Coordination, Scalable Systems, Leader Election, Fault T olerance, Cooperative Control, Decentralized Control, ROS 2 Middleware.

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