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TagRay: Contactless Sensing and Tracking of Mobile Objects using COTS RFID Devices

机译:TagRay:使用COTS RFID设备进行移动物体的非接触式传感和跟踪

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RFID technology has recently been exploited for not only identification but also for sensing including trajectory tracking and gesture recognition. While contact-based (an RFID tag is attached to the target of interest) sensing has achieved promising results, contactless sensing still faces severe challenges such as low accuracy and the situation gets even worse when the target is non-static, restricting its applicability in real world deployment. In this work, we present TagRay, a contactless RFID-based sensing system, which significantly improves the tracking accuracy, enabling mobile object tracking and even material identification. We design and implement our prototype on commodity RFID device. Comprehensive experiments show that TagRay achieves a high accuracy of 1.3 cm which is a 200% improvement over the-state-of-arts for trajectory tracking. For commonly seen four material types, the material identification accuracy is higher than 95% even with interference from people moving around.
机译:RFID技术最近已经被不仅用于识别而且还用于包括轨迹跟踪和手势识别的感测。尽管基于接触的(将RFID标签粘贴到目标物体上)感应已取得了可喜的结果,但非接触式感应仍然面临严峻的挑战,例如精度低,并且当目标物体为非静态时情况甚至更糟,从而限制了其适用性。实际部署。在这项工作中,我们介绍了TagRay,这是一种基于RFID的非接触式传感系统,可以显着提高跟踪精度,从而实现移动物体跟踪甚至物料识别。我们在商品RFID设备上设计并实现我们的原型。全面的实验表明,TagRay可以实现1.3厘米的高精度,这比轨迹跟踪的最新技术提高了200%。对于常见的四种材料类型,即使受到四处走动的人的干扰,材料的识别精度仍高于95%。

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