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Design of the UWB Positioning System Simulator for LOS/NLOS Environments

机译:LOS / NLOS环境UWB定位系统模拟器的设计

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摘要

UWB is a rapidly developing technology characterised by high positioning accuracy, additional data transferability, and communication security. Low costs and energy demand makes it a system that meets the requirements of smart cities (e.g., smart mobility). The analysis of the positioning accuracy of moving objects requires a ground truth. For the UWB system, it should have an accuracy of the order of millimetres. The generated data can be used to minimize the cost and time needed to perform field tests. However, there is no UWB simulators which can consider the variable characteristics of operation along with distance to reflect the operation of real systems. This article presents a 2D UWB simulator for outdoor open-air areas with obstacles and a method of analysing data from the real UWB system under line-of-sight (LOS) and non-line-of-sight conditions. Data are recorded at predefined outdoor reference distances, and by fitting normal distributions to this data and modelling the impact of position changes the real UWB system can be simulated and it makes it possible to create virtual measurements for other locations. Furthermore, the presented method of describing the path using time-dependent equations and obstacles using a set of inequalities allows for reconstructing the real test scenario with moving tags with high accuracy.
机译:UWB是一种快速开发的技术,其特征在于高定位精度,额外的数据可转换性和通信安全性。低成本和能源需求使其成为符合智能城市要求的系统(例如,智能移动性)。对移动物体定位精度的分析需要一个原始的真理。对于UWB系统,它应该具有毫米的准确性。生成的数据可用于最小化执行现场测试所需的成本和时间。然而,没有UWB模拟器,可以考虑操作的可变特性以及反映真实系统的操作的距离。本文介绍了一个2D UWB模拟器,适用于户外露天区域,具有障碍物,以及在视线上(LOS)和非视线条件下的真实UWB系统分析数据。数据记录在预定义的室外参考距离处,并且通过拟合到该数据的正常分布并建模位置改变的影响,可以模拟实际UWB系统,并且可以为其他位置创建虚拟测量。此外,使用一组不等式使用时间相关方程和障碍物描述路径的呈现方法允许重建具有高精度的移动标签的实际测试场景。

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