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Efficient Median Estimation for RFID Systems

机译:RFID系统的高效中位数估计

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摘要

Radio frequency identification (RFID) tags are used in a lot of applications such as production line and inventory management. Sensors are also a widely adopted wireless technology. This large scale deployment of both RFID technology and sensor technology has opened the door to innovative ways to integrate RFID and sensor technology. Sensor-tags are tags that can report sensed information to an RFID reader. The traditional way to obtain information from tags is to query each tag for its value. This works, however, only for a relatively small number of tags. When the number of tags becomes large it is prohibitive to query one by one due to the high delay. In this paper we present a probabilistic algorithm for estimating the median of a set of RFID tags using binary search. We then evaluate the accuracy and time efficiency of our algorithm.
机译:射频识别(RFID)标签用于大量应用,例如生产线和库存管理。传感器也是广泛采用的无线技术。这种RFID技术和传感器技术的大规模部署已打开了整合RFID和传感器技术的创新方式。传感器标签是可以向RFID阅读器报告所感测信息的标签。从标记获取信息的传统方式是查询每个标记以获取其值。但是,这仅适用于相对少量的标签。当标签的数量变大时,由于高延迟,逐个逐个查询。在本文中,我们介绍了一种概率算法,用于使用二进制搜索估计一组RFID标签的中位数。然后,我们评估我们算法的准确性和时间效率。

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