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Synchronize Inertial Readings From Multiple Mobile Devices in Spatial Dimension

机译:在空间维度上同步来自多个移动设备的惯性读数

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摘要

In this paper, we investigate the problem of space synchronization, i.e., synchronizing inertial readings from multiple mobile devices in the spatial dimension, in other words, multiple mobile devices are space synchronized to have the same 3-D coordinates except that each device is the origin of its corresponding coordinate. We propose a scheme called MObile Space Synchronization (MOSS) for devices with two sensors: an accelerometer and a gyroscope, which are available on most mobile devices. Accelerometer readings from multiple mobile devices on a human subject are used to achieve space synchronization when the human subject is moving forward, such as walking and running. Gyroscope readings from multiple mobile devices on a human subject are used to maintain space synchronization when the human subject stops moving forward, which means that we can no longer obtain the consistent acceleration caused by body moving forward. Experiment results show that our MOSS scheme can achieve an average angle deviation of 9.8° and an average measurement similarity of 97%.
机译:在本文中,我们研究了空间同步问题,即同步多个移动设备在空间维度上的惯性读数,换句话说,多个移动设备在空间上进行了同步,以具有相同的3-D坐标,但每个设备都是其相应坐标的原点。我们为带有两个传感器的设备(加速度计和陀螺仪)提出了一种称为移动空间同步(MOSS)的方案,这在大多数移动设备上都可用。来自人类受试者的多个移动设备的加速度计读数用于在人类受试者向前移动(例如步行和跑步)时实现空间同步。当人类对象停止向前移动时,从人类对象上的多个移动设备读取的陀螺仪读数用于维持空间同步,这意味着我们不再能够获得由身体向前移动引起的一致加速度。实验结果表明,我们的MOSS方案可以实现平均角度偏差为9.8°,平均测量相似度为97%。

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