实际无线网络中运动对定位精度的影响

S. V. D. Velde, H. Steendam
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引用次数: 2

摘要

定位问题涉及到从许多有噪声的传感器测量中估计用户的位置。在实际的无线网络中,这些传感器的测量数据不可能被即时收集,并且需要一定的延迟才能到达。在用户移动的动态场景中,此延迟将导致一些度量过时,如果不加以考虑,则会对本地化性能产生负面影响。本文分为两部分,第一部分研究了用户运动对测距测量模型的影响。在第二部分中,我们使用这些模型,通过Cramer-Rao下界(CRLB)来分析运动对位置估计精度的影响,CRLB下界是估计性能的边界。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the effect of movement on the localization accuracy in practical wireless networks
The problem of localization involves estimating the position of a user from a number of noisy sensor measurements. In a practical wireless network, these sensor measurements cannot be collected instantaneously and arrive after a certain delay. In a dynamic scenario where the users move around, this delay will render some measurements out-dated and, if not taken into account, have a negative effect on the localization performance. This paper consists of two parts, in the first part we investigate the effect of user movement on the measurement models for ranging. In the second part we use these models to analyze the impact of movement on the accuracy of the position estimate by means of the Cramer-Rao lower bound (CRLB) which bounds the performance of the estimation.
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