论文标题

移动UWB本地化系统的自动校准,用于临时多机器人部署在GNSS贬低的环境中

Autocalibration of a Mobile UWB Localization System for Ad-Hoc Multi-Robot Deployments in GNSS-Denied Environments

论文作者

Almansa, Carmen Martínez, Shule, Wang, Queralta, Jorge Peña, Westerlund, Tomi

论文摘要

近年来,Ultra Wideband(UWB)无线技术已成为一种强大的定位方法,在机器人领域的渗透率增加了。 UWB可以从无线信号的飞行时间测量值,即使在非线视角测量中进行高精度距离估计。基于UWB的本地化系统已在各种类型的GNSS下的环境中用于地面或空中自治机器人。但是,大多数现有解决方案都依赖于固定且经过良好校准的UWB节点或锚点,以通过多材料准确地估算其他移动节点或标签的位置。这限制了此类系统在动态和临时部署中的适用性,例如,disasaster方案,可以将UWB锚安装在移动机器人上以帮助导航无人机或其他机器人。我们介绍了一种协作算法,用于在线自动启动锚位置,不仅可以基于DeCawave的DWM1001 UWB模块,还可以使临时部署,还可以移动锚。与DeCawave的内置自动校准过程相比,我们大大减少了校准时间的量并同时提高准确性。我们提供实验测量和仿真结果,以证明该算法的可用性。

Ultra-wideband (UWB) wireless technology has seen an increased penetration in the robotics field as a robust localization method in recent years. UWB enables high accuracy distance estimation from time-of-flight measurements of wireless signals, even in non-line-of-sight measurements. UWB-based localization systems have been utilized in various types of GNSS-denied environments for ground or aerial autonomous robots. However, most of the existing solutions rely on a fixed and well-calibrated set of UWB nodes, or anchors, to estimate accurately the position of other mobile nodes, or tags, through multilateration. This limits the applicability of such systems for dynamic and ad-hoc deployments, such as post-disaster scenarios where the UWB anchors could be mounted on mobile robots to aid the navigation of UAVs or other robots. We introduce a collaborative algorithm for online autocalibration of anchor positions, enabling not only ad-hoc deployments but also movable anchors, based on Decawave's DWM1001 UWB module. Compared to the built-in autocalibration process from Decawave, we drastically reduce the amount of calibration time and increase the accuracy at the same time. We provide both experimental measurements and simulation results to demonstrate the usability of this algorithm.

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