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Search for a needle in a haystack: An RFID-based approach for efficiently locating objects

机译:在Haystack中搜索针:基于RFID的有效定位对象的方法

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In real life, looking for a misplaced object like a key in the room can be usually like searching for a needle in a haystack. In this paper, we propose a novel solution to accurately locate the specified objects attached with RFID tags in indoor environments, by efficiently leveraging the RFID technology. By making a number of novel observations regarding the tag reading performance, we obtain several regularities to depict how various parameters including the reader's power and the antenna's scanning angle affect the reading performance. Based on the regularities, we have designed very efficient algorithms to maximize the accuracy and the time-efficiency for localization. Without the help of any anchor nodes, our solution can rapidly navigate to the target object from a specific initial position. We have implemented a system prototype to evaluate the actual performance in realistic applications. The realistic experiment results show that our solution can restrict the average localization error within 49 cm and reduce the total navigation time by 33% compared to the baseline solutions.
机译:在现实生活中,寻找像房间里的钥匙等钥匙的错位物体,通常就像在干草堆中搜索针头。在本文中,我们提出了一种新的解决方案,可以通过有效利用RFID技术来准确地定位在室内环境中的RFID标签附带的指定对象。通过对标签读取性能进行多项新颖观察,我们获得了几个规则,以描绘包括读者功率和天线的扫描角度的各种参数如何影响读取性能。根据规律性,我们设计了非常有效的算法,以最大限度地提高本地化的准确性和时间效率。在没有任何锚点节点的帮助下,我们的解决方案可以从特定初始位置快速导航到目标对象。我们已经实现了一个系统原型来评估现实应用中的实际性能。现实实验结果表明,与基线解决方案相比,我们的解决方案可以限制49厘米内的平均定位误差,并将总导航时间减少33%。

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