Collaborative Localization and Tracking with Minimal Infrastructure

Yanjun Cao, D. St-Onge, A. Zell, G. Beltrame
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引用次数: 1

Abstract

Localization and tracking are two very active areas of research for robotics, automation, and the Internet-of-Things. However, accurate tracking of a large number of devices in large areas with many rooms is very challenging: generally, one needs substantial infrastructure (infrared tracking systems, cameras, wireless antennas, etc.) for each room. This paper aims at covering a large number of devices distributed in many of small rooms, with minimal localization infrastructure. We use Ultra-wideband (UWB) technology in a device-2-device collaborative setting to develop a localization solution requiring a minimal number of fixed anchors. We present a strategy that autonomously shares the UWB network among devices and allows fast and accurate localization and tracking. We show results from an experimental campaign tracking visitors in the Chambord castle in France.
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基于最小基础设施的协同定位和跟踪
定位和跟踪是机器人、自动化和物联网两个非常活跃的研究领域。然而,在大面积的房间中对大量设备进行精确跟踪是非常具有挑战性的:通常,每个房间都需要大量的基础设施(红外跟踪系统、摄像机、无线天线等)。本文旨在覆盖分布在许多小房间中的大量设备,并使用最小的本地化基础设施。我们在设备对设备的协作设置中使用超宽带(UWB)技术来开发需要最少数量固定锚的定位解决方案。我们提出了一种在设备之间自主共享超宽带网络的策略,并允许快速准确的定位和跟踪。我们展示了一项追踪法国香波城堡游客的实验活动的结果。
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