HiPR+: A Protocol for Centimeter 3D Localization based on UWB

Daniel Neuhold, Aymen Fakhreddine, C. Bettstetter
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Abstract

HiPR+ is an approach for centimeter-accurate indoor localization. It combines distance estimation between ultra-wideband (UWB) transceivers and location estimation using an extended Kalman filter (EKF). The performance is tested with experiments on hardware platforms from Decawave. The distance estimation of HiPR+ achieves an order of magnitude better precision and a multiple improvement in accuracy compared to the company's native solution while it only takes only a fraction the time needed for range computation. We evaluate the 3D localization capabilities with two least-squares approaches and an EKF. A median accuracy below one centimeter can be attained using the proposed ranging error compensations in combination with the EKF-based~positioning.
HiPR+:一种基于超宽带的厘米级三维定位协议
HiPR+是一种厘米级的室内定位方法。它结合了超宽带收发器之间的距离估计和使用扩展卡尔曼滤波(EKF)的位置估计。在Decawave的硬件平台上进行了性能测试。与公司的本地解决方案相比,HiPR+的距离估计精度提高了一个数量级,精度提高了数倍,而距离计算所需的时间仅为其一小部分。我们用两个最小二乘方法和一个EKF来评估3D定位能力。利用所提出的测距误差补偿与基于ekf的~定位相结合,可以获得小于1厘米的中位精度。
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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