基于拍卖的机器人自组装排序问题求解方法

Kléber M. Cabral, Jefferson Silveira, P. Jardine, S. Givigi
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引用次数: 0

摘要

自主建造是一个使用机器人建造结构的过程。其中,自组装表示机器人作为结构部件使用的机器人施工解决方案。自组装策略中的一个常见问题是给定一组同质机器人(蜂群),如何选择下一个组装结构的机器人。如果同一组机器人同时组装多个结构,这种选择可能会更加复杂。在本文中,我们将机器人的选择建模为任务分配问题,并提出了一种基于拍卖的方法来计算机器人将移动到正在组装的结构中的顺序。我们的算法通过数学证明和模拟得到验证。结果分析表明,我们的算法在保证群体中机器人之间通信的同时,优于基线选择方法。此外,我们的解决方案被证明是节能的,在机器人处于空闲状态等待分配时减少了电池消耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Auction-based solution for the ordering problem in robotic self-assembly
Autonomous construction is a process that uses robots to build structures. In those, the self-assembly denotes the robotic construction solutions where the robots are used as the structure parts. A common problem in self-assembly strategies is that given a homogeneous group of robots (a swarm), how the next robot to assemble a structure can be selected. Such selection can be even more complex if there are multiple structures being assembled simultaneously by the same group of robots. In this paper, we model the selection of robots as a task assignment problem, and we propose an auction-based method to compute an order of which robots will move to structures being assembled. Our algorithms are validated using mathematical proofs and simulations. The analysis of the results shows that our algorithms outperform a baseline selection method while guaranteeing communication between robots in the swarm. Moreover, our solution is shown to be power efficient, reducing battery consumption while the robot is in an idle state, waiting to be assigned.
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