2.4 GHz单锚节点到达角指纹室内定位系统

S. Wielandt, M. V. Shah, Nazeer Akram Athaullah, Uzair Mubarak Sayyad, R. Yadav, Rahul Mahesh Dharamdasani, L. D. Strycker, M. Kuhn
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引用次数: 10

摘要

地理位置是决策过程中的一个重要信息。室外环境中的定位主要归功于全球导航卫星系统,而室内定位则没有单一的技术。存在许多方法,主要依赖于从移动节点到多个锚节点的视距传播。这些解决方案不仅需要复杂的安装,而且在许多情况下,它们还对室内环境做出了不适用的假设。本文研究了一种单锚节点室内定位系统,利用指纹识别到达角数据估计全向移动发射机的位置。在2.47 GHz载波频率下,采用10元均匀线性天线阵列进行测量。定义了三种不同的场景来评估定位误差和空间平滑(信号去相关技术)的影响。
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2.4 GHz single anchor node indoor localization system with angle of arrival fingerprinting
Location prevails as a piece of crucial information for decision-making processes. Whereas positioning in outdoor environments can be mainly attributed to Global Navigation Satellite Systems, no single technology can be appointed for accurate indoor localization. Many approaches exist, mostly relying on line-of-sight propagation from a mobile node to multiple anchor nodes. These solutions not only require complex installations, but in many cases they also make inapplicable assumptions about indoor environments. This paper investigates an indoor localization system with a single anchor node, estimating the position of an omnidirectional mobile transmitter by fingerprinting angle of arrival data. Measurements were taken with a 10-elements uniform linear antenna array at a 2.47 GHz carrier frequency. Three different scenarios were defined for the evaluation of localization errors and the influence of spatial smoothing, a technique for signal decorrelation.
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