基于到达时差和到达角估计的GSM手机定位

Lars Zimmermann, Alexander Goetz, G. Fischer, R. Weigel
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引用次数: 26

摘要

研究了到达时差(TDOA)和到达角(AOA)定位方法对GSM信号的高分辨率检测能力。由于GSM的窄带特性,引入了一种带宽扩展技术,可以显著提高TDOA分辨率。提出了极大似然估计算法(用于TDOA)、根多重信号分类算法和旋转不变性信号参数估计算法(用于AOA),作为每种方法的参考。用噪声信号和多径传播进行的仿真证明了TDOA在GSM定位中的潜力,特别是在搜索和救援应用中。另一方面,AOA对多路径非常敏感,因此仅推荐用于开放空间场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GSM mobile phone localization using time difference of arrival and angle of arrival estimation
The localization methods time difference of arrival (TDOA) and angle of arrival (AOA) are investigated in their capability of high-resolution detection of GSM signals. Because GSM is of narrowband nature, a bandwidth expansion technique that significantly increases the resolution of TDOA is introduced. The algorithms maximum likelihood estimator (for TDOA), root multiple signal classification and estimation of signal parameters via rotational invariance techniques (for AOA) are proposed as a reference for each method. Simulations conducted with noisy signals and multipath propagation demonstrate the potential of TDOA for GSM localization, especially for search and rescue applications. AOA on the other hand is very sensitive to multipath, and is therefore only recommended for open space scenarios.
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