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Balanced deployment of multiple robots using a modified kuramoto model

机译:使用改良的仓本模型平衡部署多个机器人

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In this paper, we study the problem of making multiple agents spread out equidistantly on a circle. The proposed solution is a new Kuramoto-like model for multi-robot coordination, in which the standard sine-terms have been replaced by cosines. This new interaction model enables the balanced deployment of agents on a circle, while only taking into account the local information of each agent's two neighbors on a cycle graph. This means that individual agents do not need to know the (relative) states of all agents nor how many other agents are indeed present in the network. We illustrate the operation of the proposed protocol in simulation as well as extend it to a nonlinear scenario by optimizing over the coupling weights.
机译:在本文中,我们研究了使多个代理均匀分布在一个圆上的问题。提出的解决方案是一种适用于多机器人协调的类似于Kuramoto的新模型,其中标准正弦项已被余弦代替。这种新的交互模型使代理程序可以在一个圆上进行均衡部署,同时仅考虑循环图中每个代理程序的两个邻居的本地信息。这意味着单个代理不需要知道所有代理的(相对)状态,也不需要知道网络中确实存在多少其他代理。我们说明了拟议协议在仿真中的操作,并通过优化耦合权重将其扩展到非线性场景。

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