arXiv:2506.00216cs.RO2025-06被引 3

低功耗超宽带定位系统,可电池供电25天,精度达13.96厘米。

AniTrack: A Power-Efficient, Time-Slotted and Robust UWB Localization System for Animal Tracking in a Controlled Setting

  • 采用时隙化单向双向测距,降低标签与锚点功耗。
  • 锚点平均功耗20.44 mW,标签7.19 mW,续航长达25天。
  • 适用于热带动物园等复杂环境,已成功追踪巨龟。

精准定位在资产追踪、智慧农业和动物监测中至关重要。传统方法如GNSS、Wi-Fi和蓝牙低能耗存在功耗高、部署灵活度差等问题。超宽带(UWB)具备厘米级精度和高能效,适合室内外中大型场景。然而现有UWB系统依赖市电供电的锚点,限制了可扩展性。本文提出一种全电池供电的节能型UWB定位系统,利用LoRaWAN将数据传至后端服务器。通过时隙化单向双向测距(SS-TWR),显著降低锚点与标签功耗。实验显示,锚点平均功耗20.44 mW,标签7.19 mW,支持连续工作25天,在600平方米测试场实现13.96厘米平均精度。系统在热带动物园环境中成功部署10个锚点与2个标签,用于追踪阿尔达布拉巨龟(Aldabrachelys gigantea),验证了其有效性与易部署性。

原文摘要 · Abstract (English)

Accurate localization is essential for a wide range of applications, including asset tracking, smart agriculture, and animal monitoring. While traditional localization methods, such as Global Navigation Satellite System (GNSS), Wi-Fi, and Bluetooth Low Energy (BLE), offer varying levels of accuracy and coverage, they have drawbacks regarding power consumption, infrastructure requirements, and deployment flexibility. Ultra-Wideband (UWB) is emerging as an alternative, offering centimeter-level accuracy and energy efficiency, especially suitable for medium to large field monitoring with capabilities to work indoors and outdoors. However, existing UWB localization systems require infrastructure with mains power to supply the anchors, which impedes their scalability and ease of deployment. This underscores the need for a fully battery-powered and energy-efficient localization system. This paper presents an energy-optimized, battery-operated UWB localization system that leverages Long Range Wide Area Network (LoRaWAN) for data transmission to a server backend. By employing single-sided two-way ranging (SS-TWR) in a time-slotted localization approach, the power consumption both on the anchor and the tag is reduced, while maintaining high accuracy. With a low average power consumption of 20.44 mW per anchor and 7.19 mW per tag, the system allows fully battery-powered operation for up to 25 days, achieving average accuracy of 13.96 cm with self-localizing anchors on a 600 m2 testing ground. To validate its effectiveness and ease of installation in a challenging application scenario, ten anchors and two tags were successfully deployed in a tropical zoological biome where they could be used to track Aldabra Giant Tortoises (Aldabrachelys gigantea).

UWB定位低功耗动物追踪物联网

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