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The Research and Implementation of RFID Middleware Data Filtering Algorithm

机译:RFID中间件数据过滤算法的研究与实现

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摘要

RFID is an advanced non-contact automatic identification technology. It is widely used in location, realtime identification and tracking and it has become a hot topic in the field of research. A lot of redundant data and noise data greatly reduce the efficiency and performance of RFID system. This study puts forward a filtering algorithm based on dynamic adaptive time window. In order to ensure the sequence of acquainted RFID data correctly, the ordered filtering algorithm based on hash table is introduced. Experiments show that the improved filtering algorithm not only can effectively filter duplicate data, but also can ensure the correctness of the data reception.
机译:RFID是一种先进的非接触式自动识别技术。它被广泛地用于定位,实时识别和跟踪,已成为研究领域的热门话题。大量的冗余数据和噪声数据大大降低了RFID系统的效率和性能。提出了一种基于动态自适应时间窗的滤波算法。为了保证正确理解RFID数据的顺序,引入了基于哈希表的有序过滤算法。实验表明,改进的过滤算法不仅可以有效过滤重复数据,而且可以保证数据接收的正确性。

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  • 作者单位

    School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China;

    School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China;

    School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China;

    School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China,Internet of Things Lab, Xiamen University of Technology, Xiamen 361024, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Data filtering; middleware; noise data; redundant data; RFID;

    机译:数据过滤中间件噪声数据;冗余数据;射频识别;
  • 入库时间 2022-08-17 23:52:52

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