一个容错多机器人系统的框架

M. T. Khan, M. U. Qadir, Fazal Nasir, C. D. de Silva
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引用次数: 2

摘要

对于多机器人系统来说,容错越来越重要,尤其是在未知和危险环境中运行的多机器人系统。本文提出了一个容错多机器人系统的框架,该系统可以协同工作以实现一个共同的目标。提出的方法包括四个关键阶段:机器人分组、任务执行、故障检测和容错。最初,机器人是根据它们的能力进行分组的。接下来是任务执行过程,在此过程中对机器人的组件进行实时监控以检测故障。在检测到机器人的部分或全部故障后,其他团队成员可以做出稳健、可靠、灵活、连贯的响应,同时相互沟通,重组并执行剩余的任务,以实现共同的目标。所提出的方法在一组模拟的异构移动机器人中实现,这些机器人在未知和非结构化环境中协作传输多个物体到目标位置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A framework for a fault tolerant multi-robot system
Fault tolerance is increasingly important for multirobot systems, especially those operating in an unknown and hazardous environments. This paper presents a framework for a fault tolerant multi-robot system that works cooperatively to achieve a common goal. The proposed methodology comprises four key phases: grouping of robots, task execution, fault detection, and fault tolerance. Initially robots are grouped based on their capabilities. Next, the process of task execution takes place during which components of the robots are monitored in real time to detect faults. Upon detection of partial or full failure of a robot, the other team members respond robustly, reliably, flexibly, and coherently while communicating with each other to regroup and perform remaining tasks in order to achieve the common goal. The proposed methodology is implemented in a group of simulated heterogeneous mobile robots that transport multiple objects cooperatively to a goal location in an unknown and unstructured environment.
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