用来追踪房间位置的射频门垫

Juhi Ranjan, Yu Yao, K. Whitehouse
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引用次数: 35

摘要

许多以居住者为导向的智能家居应用,如自动照明、供暖和制冷、活动识别,都需要建筑物内居民的房间位置信息。用于在商业建筑中跟踪人的基于监视的跟踪系统,在家庭中是侵犯隐私的。在本文中,我们提出了射频门垫-一种射频阈值系统,可以通过监测人们在家中门口的运动来准确跟踪人们的房间位置。我们还提供了一套指导方针和可视化,以便在任何门口轻松快速地设置rf门垫系统。为了评估我们的系统,我们在一个家庭的11个不同的门道上进行了580次门道穿越。结果表明,该系统能够检测出行人过街,平均准确率达到98%。据我们所知,RF门垫是第一个高度精确的房间位置跟踪系统,可以长时间使用,而不需要侵犯隐私的摄像头。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An RF doormat for tracking people's room locations
Many occupant-oriented smarthome applications such as automated lighting, heating and cooling, and activity recognition need room location information of residents within a building. Surveillance based tracking systems used to track people in commercial buildings, are privacy invasive in homes. In this paper, we present the RF Doormat - a RF threshold system that can accurately track people's room locations by monitoring their movement through the doorways in the home. We also present a set of guidelines and a visualization to easily and rapidly setup the RF-Doormat system on any doorway. To evaluate our system, we perform 580 doorway crossings across 11 different doorways in a home. Results indicate that our system can detect doorway crossings made by people with an average accuracy of 98%. To our knowledge, the RF Doormat is the first highly accurate room location tracking system that can be used for long time periods without the need for privacy invasive cameras.
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