Validating Vehicular Localization Indoor using UWB: Challenges and Solutions

E. Leoni, Anas Osman, A. Steccanella, Pierpaolo Gonnella, Marco Darin, A. Murphy, Elisabetta Farella
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Abstract

Vehicle-to-Everything (V2X) expands the capabilities of vehicles with innovative applications. Localization plays a crucial role in V2X, with measurement accuracy as a fundamental property. Demonstrating this accuracy, however, is not straightforward, especially in indoor environments. Indeed, the inability to use global navigation satellite systems (e.g., GPS) indoor requires exploring alternate technologies. In this work, we present a reliable and accurate validation methodology to demonstrate the performance of V2X localization. An Ultra-Wide Band (UWB) localization technology is at the core of our validation infrastructure. Built around this is a complete system that supports data collection from multiple localization systems, ensures time synchronization across data samples, and provides a comprehensive analysis pipeline. We demonstrate this validation system in both outdoor and indoor environments. Our approach overcomes the challenges of indoor vehicular localization and provides a reliable and accurate way to evaluate the performance of V2X localization systems.
使用超宽带验证室内车辆定位:挑战和解决方案
车联网(V2X)通过创新应用扩展了车辆的功能。定位在V2X中起着至关重要的作用,测量精度是其基本属性。然而,要证明这种准确性并不容易,尤其是在室内环境中。事实上,由于无法在室内使用全球卫星导航系统(例如GPS),需要探索替代技术。在这项工作中,我们提出了一种可靠而准确的验证方法来证明V2X定位的性能。超宽带(UWB)定位技术是我们验证基础设施的核心。围绕这一点构建的是一个完整的系统,它支持从多个本地化系统收集数据,确保数据样本的时间同步,并提供一个全面的分析管道。我们在室外和室内环境中演示了该验证系统。我们的方法克服了室内车辆定位的挑战,为评估V2X定位系统的性能提供了一种可靠而准确的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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