使用RSS的实时RFID定位

Kirti Chawla, Christopher McFarland, G. Robins, Connor Shope
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引用次数: 54

摘要

新的计算范式强调了在环境中定位对象的需要,激发了针对竞争技术和特定应用的几种对象定位方法。虽然RFID技术最近成为定位物体的可行平台,但一些尚未解决的关键挑战阻碍了更高的性能和更广泛的适用性。我们提出了一个基于rfid的实时定位系统,该系统使用接收信号强度(RSS)以一种与方向无关的方式更好地模拟无线电信号的距离衰减行为。我们在实验中利用所提出的鲁棒模型,在真实嘈杂的室内环境中同时定位几个带有被动标签的静止和移动物体,平均精度为0.6米。这项工作的一个更普遍的结论是,与通常的看法相反,RSS确实可以作为各种选择应用程序(包括本地化)的可靠度量。
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Real-time RFID localization using RSS
New computing paradigms have underscored the need to locate objects in an environment, motivating several object localization approaches targeting competing technologies and specific applications. While RFID technology recently emerged as a viable platform for locating objects, several unresolved key challenges precluded higher performance and wider applicability. We present an RFID-based real-time location system that uses Received Signal Strength (RSS) to better model the distance-decaying behavior of radio signals in an orientation-agnostic manner.We experimentally leverage the proposed robust models to simultaneously locate several stationary and mobile objects tagged with passive tags in a realistically noisy indoor environment, with an average accuracy of 0.6 meters. A more general conclusion of this work is that contrary to common belief, RSS can indeed serve as reliable metric for a variety of select applications, including localization.
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