通信受限多机器人探索中的动态团队层级

Julian de Hoog, S. Cameron, Arnoud Visser
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引用次数: 36

摘要

在不久的将来,使用无线通信的自主机器人将被用于各种各样的任务。在许多这样的应用中,通信可能不可靠,通信范围难以预测。虽然目前解决这个问题的大多数方法都努力使团队成员保持在彼此的范围内,但我们提出了一种方法,在这种方法中,超出范围的导航和探索是明确计划的。机器人可以探索或传递已知信息,团队层次结构对应于树状结构。随着勘探工作的展开,机器人在这棵树中互换角色,以提高勘探效率。由于机器人会根据通信可用性做出反应性调整,因此所产生的行为对有限通信具有鲁棒性。这使得它特别适用于机器人搜索和救援等应用,这些应用的环境可能包含严重的干扰和意外的通信范围。
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Dynamic team hierarchies in communication-limited multi-robot exploration
In the near future, groups of autonomous robots using wireless communication will be used for a wide variety of tasks. In many such applications, communication may be unreliable and communication ranges difficult to predict. While most current approaches to this problem strive to keep team members within range of one another, we propose an approach in which navigation and exploration beyond range limits is explicitly planned for. Robots may either explore or relay known information, and the team hierarchy corresponds to a tree. As the exploration effort unfolds, robots swap roles within this tree to improve the efficiency of exploration. Since robots reactively adjust to communication availability, the resulting behaviour is robust to limited communication. This makes it particularly suitable for applications such as robotic search and rescue, where environments are likely to contain significant interference and unexpected communication ranges.
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