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A Privacy-Aware User Tracking System Using Footprint Data Measured across Multiple Pressure Sensor Sheets

机译:一个隐私感知用户跟踪系统,使用跨多个压力传感器表测量的足迹数据

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In this paper, we propose a privacy-aware user tracking system which traces users by their footprints. Tracking by footprints could reduce discomfort for privacy-sensitive users compared with the use of face recognition by cameras in existing tracking systems, since a footprint is weakly identifiable personal information, i.e., it cannot directly identify a specific individual. In this context, the proposed system is said to be privacy-aware. In the proposed tracking system, the footprint data are collected from spatially disjoint pressure sensor sheets put on significant locations in a target area. The trajectory of a specific user is estimated by extracting a sequence of sensor sheets that can observe the footprint of the user. The main task to be handled in the system is to recognize correspondence between footprints measured across multiple pressure sensor sheets. Moreover, we have conducted a basic evaluation to confirm the feasibility of the proposed system. The result shows that it can distinguish users by 94%.
机译:在本文中,我们提出了一种隐私感知的用户跟踪系统,该系统可以根据用户的足迹跟踪用户。与足迹在现有跟踪系统中使用摄像头进行面部识别相比,按足迹进行跟踪可以减少对隐私敏感的用户的不适,因为足迹很难识别个人信息,即无法直接识别特定的个人。在这种情况下,所提出的系统被称为具有隐私意识。在提出的跟踪系统中,足迹数据是从放置在目标区域中重要位置的空间不相交的压力传感器片收集的。通过提取可以观察用户足迹的传感器片序列来估计特定用户的轨迹。系统中要处理的主要任务是识别跨多个压力传感器片测量的覆盖区之间的对应关系。此外,我们已经进行了基本评估,以确认所提议系统的可行性。结果表明,该方法可以区分用户94%。

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