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Kilobot: A low cost robot with scalable operations designed for collective behaviors

机译:Kilobot:一种低成本机器人,具有针对集体行为而设计的可扩展操作

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摘要

In current robotics research there is a vast body of work on algorithms and control methods for groups of decentralized cooperating robots, called a swarm or collective. These algorithms are generally meant to control collectives of hundreds or even thousands of robots; however, for reasons of cost, time, or complexity, they are generally validated in simulation only, or on a group of a few tens of robots. To address this issue, this paper presents Kilobot, an open-source, low cost robot designed to make testing collective algorithms on hundreds or thousands of robots accessible to robotics researchers. To enable the possibility of large Kilobot collectives where the number of robots is an order of magnitude larger than the largest that exist today, each robot is made with only $14 worth of parts and takes 5 min to assemble. Furthermore, the robot design allows a single user to easily operate a large Kilobot collective, such as programming, powering on, and charging all robots, which would be difficult or impossible to do with many existing robotic systems. We demonstrate the capabilities of the Kilobot as a collective robot, by using a small robot test collective to implement four popular swarm behaviors: foraging, formation control, phototaxis, and synchronization.
机译:在当前的机器人技术研究中,关于分散协作机器人组(称为群或集体)的算法和控制方法的工作量很大。这些算法通常用于控制数百甚至数千个机器人的集合。但是,由于成本,时间或复杂性的原因,通常仅在仿真中或在几十个机器人的组中对它们进行验证。为了解决这个问题,本文介绍了Kilobot,这是一种开放源代码,低成本的机器人,旨在对成千上万的机器人研究人员进行集体测试,以测试集体算法。为了实现大型Kilobot集体的可能性,其中机器人的数量比当今最大的数量大一个数量级,每个机器人只用价值14美元的零件制造,组装时间为5分钟。此外,该机器人的设计允许单个用户轻松地操作大型Kilobot机器人,例如对所有机器人进行编程,加电并为其充电,而这对于许多现有的机器人系统来说是困难的或不可能的。我们通过使用小型机器人测试集体来实现四种流行的群体行为:觅食,编队控制,趋光性和同步化,来证明Kilobot作为集体机器人的功能。

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