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Anthills Built to Order: Automating Construction with Artificial Swarms

机译:按需定制的蚁丘:使用人造群自动化施工

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摘要

Social insects build large, complex structures, which emerge through the collective actions of many simple agents acting with no centralized control or preplanning. These natural systems motivate investigating the use of artificial swarms to automate construction or fabrication. The goal is to be able to take an unspecified number of simple robots and a supply of building material, give the system a high-level specification for any arbitrary structure desired, and have a guarantee that it will produce that structure without further intervention.In this thesis I describe such a distributed system for automating construction, in which autonomous mobile robots collectively build user-specified structures from square building blocks. The approach preserves many desirable features of the natural systems, such as considerable parallelism and robustness to factorslike robot loss and variable order or timing of actions. Further, unlike insect colonies, it can build particular desired structures according to a high-level design provided by the user.Robots in this system act without explicit communication or cooperation, instead using the partially completed structure to coordinate their actions. This mechanism is analogous to that of stigmergy used by social insects, in which insects take actions that affect the environment, and the environmental state influences further actions. I introduce a framework of "extended stigmergy" in which building blocks are allowed to store, process or communicate information. Increasing the capabilities of the building material (rather than of the robots) in this way increases the availability of nonlocal structure information. Benefits include significant improvements in construction speed and in ability to take advantage of the parallelism of the swarm.This dissertation describes system design and control rules for decentralized teams of robots that provably build arbitrary solid structures in two dimensions. I present a hardware prototype, and discuss extensions to more general structures, including those built with multiple block types and in three dimensions.
机译:社交昆虫会建立大型的复杂结构,这些结构是通过许多没有集中控制或预先计划的简单代理的集体行动而出现的。这些自然系统促使人们研究使用人工群体来自动化建造或制造。目标是能够使用数量不限的简单机器人和建筑材料,为系统提供所需的任何任意结构的高级规范,并确保无需进一步干预即可生产该结构。在这篇论文中,我描述了这样一种用于自动化施工的分布式系统,其中,自主移动机器人通过正方形构建块共同构建用户指定的结构。该方法保留了自然系统的许多理想功能,例如对诸如机器人丢失以及动作的可变顺序或时机之类的因素具有相当大的并行性和鲁棒性。此外,与昆虫群落不同的是,它可以根据用户提供的高级设计来构建特定的所需结构。该系统中的机器人无需明确的沟通或合作即可运行,而是使用部分完成的结构来协调其行为。该机制类似于社交昆虫所使用的消散能量的机制,在这种机制中,昆虫采取的行动会影响环境,而环境状态会影响其他行动。我介绍了一个“扩展的tig散性”框架,其中允许构建块存储,处理或交流信息。以这种方式提高建筑材料(而不是机器人)的功能会增加非本地结构信息的可用性。好处包括大大提高了施工速度,并充分利用了群集的并行性。本文介绍了分散的机器人团队的系统设计和控制规则,该团队可证明在二维上构建任意实体结构。我提出了一个硬件原型,并讨论了对更通用结构的扩展,包括使用多种块类型和三维构建的结构。

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    Werfel Justin;

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  • 年度 2006
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