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Analysis of Target Detection Based on UWB NLOS Ranging Modeling

机译:基于UWB NLOS测距建模的目标检测分析

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摘要

In recent years, indoor localization based on Ultra-Wide Band (UWB) system has been widely utilized due to its high precision and stability. However, Non-line-of-sight (NLOS) propagation is still one of the biggest problems for it can severely degrade the reliability of communication and localization accuracy. In this paper, we take advantage of NLOS and mainly focus on the target detection based on the ranging results of UWB device caused by NLOS. Therefore, some obstacle ranging experiments are designed and carried out by using the UWB equipment, such as a concrete obstacle moving between two ranging nodes, or passing through two ranging nodes, etc. And the ranging results due to the NLOS propagation are exhibited by deriving experimental results from real indoor environment. Then, the ranging results caused by NLOS are analyzed along with the obstacle moving. And the experimental results indicate that the moving obstacle can have a regular impact on NLOS ranging results for UWB system. Moreover, some strategies and methods are proposed to mitigate the NLOS error for UWB systems based on the experiments.
机译:近年来,由于其高精度和稳定性,基于超宽带(UWB)系统的室内定位已被广泛利用。然而,非视线(NLOS)传播仍然是它可能严重降低通信和本地化精度的可靠性之一。在本文中,我们利用了NLO,主要专注于基于由NLO引起的UWB器件的测距结果的目标检测。因此,通过使用UWB设备设计和执行一些障碍测距实验,例如在两个测距节点之间移动或通过两个测距节点等的具体障碍物等,并且通过导出展示了由于NLOS传播引起的测距结果实验结果来自真正的室内环境。然后,分析由NLO引起的测距结果随着障碍物移动而分析。实验结果表明,移动障碍物可能对UWB系统的NLOS测距结果产生常规影响。此外,提出了一些策略和方法基于实验来减轻UWB系统的NLOS错误。

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