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An Indoor Positioning Scheme Exploiting Geomagnetic Sensor of Smartphones

机译:利用智能手机地磁传感器的室内定位方案

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In this paper, an indoor positioning scheme using geomagnetic sensor of smart devices is proposed. The proposed scheme is based on a fingerprint technique that can estimate the position of the user by comparing the sensed values of geomagnetic sensor with a pre-collected database. To investigate the characteristics of geomagnetic sensor, we have conducted experiments by using only geomagnetic sensors among the built-in inertial sensors of smartphones. Three different experiments were conducted, and firstly we collected the measurements of geomagnetic sensor at the fixed points throughout a day to identify changes in values and patterns. Secondly, 9 points were selected and measured where feature of the geomagnetic value has, and thirdly geomagnetism data was collected while moving a specific route. With the results of experiments, we analyzed the collected data and proposed a positioning scheme to estimate the location by using the geomagnetic values. According to the results, the data measured throughout a day and the data collected at a specific point have a problem that can cause errors, because the measured values change with time. Meanwhile, it is shown that the measured data has a unique pattern while it moves a specific route and there is hardly changes in geomagnetism patterns as time is passed. Therefore, it is concluded that this feature can be utilized in indoor positioning scheme exploiting geomagnetic sensor, rather than the simple fingerprint scheme based on a static database of specific points.
机译:本文提出了一种使用智能设备的地磁传感器的室内定位方案。所提出的方案基于指纹技术,其可以通过将地磁传感器的感测值与预收集的数据库进行比较来估计用户的位置。为了研究地磁传感器的特性,我们通过仅在智能手机的内置惯性传感器中使用地磁传感器进行了实验。进行了三个不同的实验,首先我们在整个日期内收集了在固定点处的地磁传感器的测量,以识别价值和模式的变化。其次,选择9个点并测量地质磁性值的特征,并且在移动特定路线时收集了第三地地形数据。通过实验结果,我们分析了收集的数据,并提出了定位方案来估计地质值的位置。根据结果​​,在一天中测量的数据和特定点收集的数据具有可能导致错误的问题,因为测量值随时间而变化。同时,显示测量数据具有独特的图案,而在其移动特定路由时,随着时间的推移,几乎没有变化的地磁模式。因此,得出结论,该特征可以用于利用地磁传感器的室内定位方案,而不是基于特定点的静态数据库来利用地磁传感器而不是简单的指纹方案。

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