基于ROS和GAZEBO的分布式群通信多平台硬件在环仿真

Saran Khaliq, Shahzeb Ahsan, M. D. Nisar
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引用次数: 3

摘要

群机器人是由多个自主智能体组成的群体,它们相互协作,共同完成监视、跟踪等任务。在无人机(uav)群中,agent之间需要鲁棒和分散的通信。为此,软件在循环(SIL)在实际飞行前执行,以避免故障的风险。然而,基于单平台的仿真既不能完全应对也不能解决通信方面的挑战。在这项工作中,我们的目标是通过使用机器人操作系统(ROS)、Gazebo和现成的通信调制解调器进行硬件在环(HIL)仿真,将多智能体系统面临的网络故障等实时通信挑战纳入其中。地面控制站(GCS)用于监视和监督自主无人机任务。多平台HIL完全模拟了多智能体系统和智能体之间的通信,从而降低了群体故障的风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Platform Hardware In The Loop (HIL) Simulation for Decentralized Swarm Communication Using ROS and GAZEBO
Swarm of robots is a group of multiple autonomous agents, collaborating with each other to achieve collective missions such as surveillance and tracking. In Unmanned Aerial Vehicles (UAVs) swarms, robust and decentralized communication between the agents is required. To this end, Software-In- The-Loop (SIL) is performed before the actual flight to avoid the risk of failure. However, single-platform-based simulations can neither fully encounter nor resolve the communication challenges. In this work, we target to incorporate the real-time communication challenges such as network failure, faced by multi-agent systems via Hardware-In-The-Loop (HIL) simulation using Robot-Operating-System (ROS), Gazebo and off the shelf communication modems. A Ground-Control-Station (GCS) is developed to monitor and supervise autonomous UAVs missions. The multi-platform HIL completely emulates the multi-agent system and the communication between the agents, thereby reducing the risk of swarm failure.
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