机器人技术的细粒度超高频RFID定位

IF 3 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Meng Jin;Shun Yao;Kexin Li;Xiaohua Tian;Xinbing Wang;Chenghu Zhou;Xinde Cao
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引用次数: 0

摘要

我们在本文中介绍了TiSee,一个基于rfid的传感系统,支持微型机器人在日常环境中执行敏捷任务。TiSee的独特功能是,它使用单个任意部署的天线,以亚厘米级的精度定位目标,并在几度内识别其方向。与现有的依靠天线阵列或多个RFID读取器的解决方案相比,TiSee价格便宜,结构紧凑,适用于微型机器人。TiSee的想法是在机器人(或其抓取器)上粘贴RFID标签,并将其作为移动的“天线”来定位目标上的标签。本设计的核心是一种新颖的技术,可以在两个商用RFID标签之间建立一个“通道”。这种标签间信道对标签间距离的变化高度敏感,并具有抗多径特性。通过利用这个通道和机器人的移动性,我们模拟了一个天线阵列,并将其用于细粒度定位和方向估计。我们的实验表明,TiSee在三维定位和方向估计中值精度为9.5mm和3.1°。TiSee为微型机器人提供了一个手握眼睛的“摄像头”,支持它们在黑暗、杂乱和闭塞的环境中执行敏捷的任务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fine-Grained UHF RFID Localization for Robotics
We in this paper present TiSee, an RFID-based sensing system that supports miniature robots to perform agile tasks in everyday environments. TiSee’s unique capability is that it uses a single arbitrarily-deployed antenna to locate a target with sub-cm-level accuracy and identify its orientation to within few degrees. Compared with existing solutions which rely on either antenna arrays or multiple RFID readers, TiSee is cheap, compact, and applicable to miniature robots. The idea of TiSee is to stick an RFID tag on the robot (or its gripper) and use it as a moving “antenna” to locate the tags on the target. The core of this design is a novel technique which can build a “channel” between two commercial RFID tags. Such an inter-tag channel is proved to be highly sensitive to the change in inter-tag distance and is resistant to multipath. By leveraging this channel and the mobility of the robot, we emulate an antenna array and use it for fine-grained localization and orientation estimation. Our experiments show that TiSee achieves a median accuracy of 9.5mm and 3.1° in 3D localization and orientation estimation. TiSee brings an eye-in-hand “camera” to miniature robots, supporting them to perform agile tasks in dark, cluttered, and occluded settings.
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来源期刊
IEEE/ACM Transactions on Networking
IEEE/ACM Transactions on Networking 工程技术-电信学
CiteScore
8.20
自引率
5.40%
发文量
246
审稿时长
4-8 weeks
期刊介绍: The IEEE/ACM Transactions on Networking’s high-level objective is to publish high-quality, original research results derived from theoretical or experimental exploration of the area of communication/computer networking, covering all sorts of information transport networks over all sorts of physical layer technologies, both wireline (all kinds of guided media: e.g., copper, optical) and wireless (e.g., radio-frequency, acoustic (e.g., underwater), infra-red), or hybrids of these. The journal welcomes applied contributions reporting on novel experiences and experiments with actual systems.
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