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Low-cost embedded system for relative localization in robotic swarms

机译:用于机器人群体相对定位的低成本嵌入式系统

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摘要

In this paper, we present a small, light-weight, low-cost, fast and reliable system designed to satisfy requirements of relative localization within a swarm of micro aerial vehicles. The core of the proposed solution is based on off-the-shelf components consisting of the Caspa camera module and Gumstix Overo board accompanied by a developed efficient image processing method for detecting black and white circular patterns. Although the idea of the roundel recognition is simple, the developed system exhibits reliable and fast estimation of the relative position of the pattern up to 30 fps using the full resolution of the Caspa camera. Thus, the system is suited to meet requirements for a vision based stabilization of the robotic swarm. The intent of this paper is to present the developed system as an enabling technology for various robotic tasks.
机译:在本文中,我们提出了一种小型,轻便,低成本,快速而可靠的系统,旨在满足微型航空器群内相对定位的要求。所提出解决方案的核心是基于由Caspa相机模块和Gumstix Overo板组成的现成组件,以及开发出的用于检测黑白圆形图案的有效图像处理方法。尽管圆形识别的想法很简单,但是使用Caspa摄像机的全分辨率,开发的系统可以可靠且快速地估计高达30 fps的图案的相对位置。因此,该系统适合于满足机器人群基于视觉的稳定性的要求。本文的目的是介绍已开发的系统,作为用于各种机器人任务的支持技术。

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