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マルチエージェント/シミュレーションarXiv:2101.10113

ROS-NetSim:ロボットとネットワークシミュレータを統合するフレームワーク

ROS-NetSim: A Framework for the Integration of Robotic and Network Simulators

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ロボットシミュレータとネットワークシミュレータをROS上で接続し、通信を介した知覚-行動ループを高忠実に再現できる軽量で汎用的なオープンソースフレームワークを提案した。

著者: Miguel Calvo-Fullana, Daniel Mox, Alexander Pyattaev, Jonathan Fink, Vijay Kumar, Alejandro Ribeiro

分類: cs.RO

原文アブストラクト

Multi-agent systems play an important role in modern robotics. Due to the nature of these systems, coordination among agents via communication is frequently necessary. Indeed, Perception-Action-Communication (PAC) loops, or Perception-Action loops closed over a communication channel, are a critical component of multi-robot systems. However, we lack appropriate tools for simulating PAC loops. To that end, in this paper, we introduce ROS-NetSim, a ROS package that acts as an interface between robotic and network simulators. With ROS-NetSim, we can attain high-fidelity representations of both robotic and network interactions by accurately simulating the PAC loop. Our proposed approach is lightweight, modular and adaptive. Furthermore, it can be used with many available network and physics simulators by making use of our proposed interface. In summary, ROS-NetSim is (i) Transparent to the ROS target application, (ii) Agnostic to the specific network and physics simulator being used, and (iii) Tunable in fidelity and complexity. As part of our contribution, we have made available an open-source implementation of ROS-NetSim to the community.

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