无通信的协调:基于行为的多机器人系统的有限状态自动化

O. Ahmad, J. Iqbal, M.A. Khan
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引用次数: 2

摘要

在本文中,我们提出了一种基于有限安全自动化(FSA)推理的行为范式来协调一组自主移动机器人的新方法。为了实现协调,这些机器人彼此之间没有明确的通信,而是依赖于从环境中收集的信息。机器人的环境可以通过自己的动作和其他机器人的动作来改变。在我们的方法中,机器人通过对环境的污名化采样来感知这些变化。然后,这些感知到的信息被用来改变机器人的当前状态,并选择它的下一个动作。群体层面的行为产生于个体机器人的局部行为,机器人之间不参与任何主动的信号或交流。我们认为这种方法是比使用显式通信更好的选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coordination without Communication: Finite State Automation in Behavior Based Multi-Robot Systems
In this paper we present a novel approach for coordinating a group of autonomous mobile robots based on behavioral paradigm using finite sate automation (FSA) based reasoning. To achieve coordination these robots do not communicate explicitly with each other but rely on information gathered from the environment. A robot's environment can be modified by its own actions as well as actions of other robots. In our approach a robot senses these modifications through stigmergic sampling of the environment. This sensed information is then used to change the current state of the robot and choose its next action as well. Group level behavior emerges from local behaviors of individual robots and without the robots involving in any active signaling or communication. We claim this approach to be a better alternative than using explicit communication.
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