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Device-Free Acoustic Motion Tracking over Targets with Large Sizes

机译:无设备的声学运动跟踪尺寸的目标

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Device-free acoustic motion tracking allows a commodity mobile device to precisely track the human user's motion, without applying any extra hardware tracker on the human body. Most of current device-free acoustic motion tracking systems, however, are limited to tracking the motion of small parts of the human body with negligible sizes, such as human fingers. Their accuracy of motion tracking will significantly degrade when being applied to targets with large sizes, such as humans' hands, arms or body trunk. We envision the key reason to such degradation as the target size's significant impact on the pattern of the reflected acoustic signal, and develop analytical modeling of such reflected acoustic signal from large targets. Based on such modeling, we present a new system called Acoustic Tracking over targets with LArge Sizes (ATLAS), which ensures precise motion tracking over large targets by correctly interpreting the reflected acoustic signal and extracting the phase from the signal. Experiment results over commodity Android smartphones show that ATLAS can reduce the error of motion tracking by more than 75%, when being applied to targets with heterogeneous sizes in practice.
机译:无设备的声学运动跟踪允许商品移动设备精确跟踪人类用户的运动,而无需在人体上施加任何额外的硬件跟踪器。然而,大多数当前的无装置的声学运动跟踪系统仅限于跟踪人体的小部分的运动,其尺寸可以忽略不计,例如人类手指。当施加到具有大尺寸的目标时,运动跟踪的准确性会显着降低,例如人类的手,武器或身体躯干。我们设想了这种降解的关键原因,作为目标大小对反射声信号的图案的显着影响,以及从大目标的这种反射声信号的分析建模。基于这种建模,我们展示了一种新的系统,该系统通过具有大尺寸(ATLAS)的目标,其通过正确地解释反射的声学信号并从信号中提取相位来确保在大目标上进行精确的运动跟踪。实验结果通过商品Android智能手机表明,当在实践中的异构尺寸的目标应用于目标时,Atlas可以将运动跟踪的误差减少超过75%。

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