Extended Artificial Pheromone System for Swarm Robotic Applications

Seongin Na, Mohsen Raoufi, A. E. Turgut, T. Krajník, F. Arvin
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引用次数: 15

Abstract

This paper proposes an artificial pheromone communication system inspired by social insects. The proposed model is an extension of the previously developed pheromone communication system, COS-_. The new model increases COS-Φ flexibility by adding two new features, namely, diffusion and advection. The proposed system consists of an LCD flat screen that is placed horizontally, overhead digital camera to track mobile robots, which move on the screen, and a computer, which simulates the pheromone behaviour and visualises its spatial distribution on the LCD. To investigate the feasibility of the proposed pheromone system, real microrobots, Colias, were deployed which mimicked insects’ role in tracking the pheromone sources. The results showed that, unlike the COS-Φ, the proposed system can simulate the impact of environmental characteristics, such as temperature, atmospheric pressure or wind, on the spatio-temporal distribution of the pheromone. Thus, the system allows studying behaviours of pheromone-based robotic swarms in various real-world conditions.
群机器人应用的扩展人工信息素系统
本文提出了一种受群居昆虫启发的人工信息素通信系统。提出的模型是对先前开发的信息素通信系统COS-_的扩展。新模型增加了扩散和平流两个新特征,增加了COS-Φ的灵活性。提出的系统包括一个水平放置的液晶平面屏幕,头顶的数码相机跟踪在屏幕上移动的移动机器人,以及一台模拟信息素行为并在LCD上可视化其空间分布的计算机。为了验证所提出的信息素系统的可行性,我们部署了模拟昆虫追踪信息素来源的真实微型机器人Colias。结果表明,与COS-Φ不同,该系统可以模拟温度、气压或风力等环境特征对信息素时空分布的影响。因此,该系统可以研究基于信息素的机器人群体在各种现实条件下的行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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