S-Mirror:室内环境下移动机器人的镜像传感信号

Qiang Zhai, Fan Yang, Adam C. Champion, Chunyi Peng, Junda Zhu, D. Xuan, Biao Chen, Yuan F. Zheng, Wei Zhao
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引用次数: 2

摘要

许多移动机器人有望在室内为人类工作或与人类互动,如导购、警务和老年人护理。为了实现这些应用,移动机器人的传感器本身是不够的,需要基础设施的支持。对移动机器人的现有支持需要笨重或昂贵的基础设施,可扩展性有限,或者部署不美观的线路或磁条。本文介绍了S-Mirror,一种将各种环境信号“反射”到移动机器人的新方法,极大地扩展了它们的感知能力。S-Mirror由S-Mirror节点组成网络,主要反射视觉信号(以及电子和声学信号),辅助移动机器人。为了说明S-Mirror的优势,我们开发了一种集成S-Mirror和机器人车载运动传感器的移动机器人定位方法。我们在商用现成硬件上实现S-Mirror和移动机器人原型。我们的实际实验验证表明,S-Mirror在低网络带宽消耗的情况下实现了准确的及时定位,并且对许多移动机器人具有鲁棒性和可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
S-Mirror: Mirroring Sensing Signals for Mobile Robots in Indoor Environments
Many mobile robots are expected to work for or interact with humans indoors in applications such as guided shopping, policing, and senior care. Mobile robots' sensors alone are insufficient in order to realize these applications, infrastructural support is needed. Existing support for mobile robots requires heavy or expensive infrastructures with limited scalability or deployment of unsightly lines or magnetic strips. This paper presents S-Mirror, a novel approach that "reflects" various ambient signals towards mobile robots, greatly extending their sensing abilities. S-Mirror forms a network of S-Mirror nodes that mainly reflect visual signals (as well as electronic and acoustic signals) to assist mobile robots. To illustrate the advantages of S-Mirror, we develop a localization approach for mobile robots that integrates S-Mirror and robots' on-board motion sensors. We implement S-Mirror and a mobile robot prototype on commercial off-the-shelf hardware. Our real-world experimental validation shows that S-Mirror achieves accurate timely localization with low network bandwidth consumption as well as robustness and scalability to many mobile robots.
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