Analysis of a UWB Indoor Positioning System Based on Received Signal Strength

T. Gigl, G. Janssen, V. Dizdarevic, K. Witrisal, Z. Irahhauten
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引用次数: 112

Abstract

This paper explores the possibility to design an indoor ultra wideband (UWB) ranging and positioning system using the received signal strength (RSS). Due to the extremely large bandwidths, the effects of small scale fading are reduced to the level where the knowledge of the path loss model (PLM) can be employed for accurate and reliable distance estimation. This approach enables trilateration based position estimation while significantly reducing the synchronization effort. A limited number of measurements is necessary in order to calibrate the PLM parameters but no extensive database of measurements is required, such as in fingerprinting methods. Based on simulated UWB channels, the effects of uncertainties in the PLM parameters on the estimated distance are characterized. Data from a UWB measurement campaign in indoor line-of-sight (LOS) scenarios are used to verify the performance of such a system.
基于接收信号强度的超宽带室内定位系统分析
本文探讨了利用接收信号强度设计室内超宽带(UWB)测距定位系统的可能性。由于带宽非常大,小尺度衰落的影响被降低到可以利用路径损失模型(PLM)的知识进行准确可靠的距离估计的程度。这种方法可以实现基于三边测量的位置估计,同时显著减少同步工作。为了校准PLM参数,有限数量的测量是必要的,但不需要广泛的测量数据库,例如指纹识别方法。基于仿真的UWB信道,分析了PLM参数的不确定性对估计距离的影响。来自室内视距(LOS)场景的UWB测量活动的数据用于验证该系统的性能。
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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