用系统错误检测方法提高RFID读取速率可靠性

V. Potdar, P. Hayati, E. Chang
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引用次数: 30

摘要

可靠性、安全性和隐私性是采用RFID(无线射频识别)的关键问题。主流的RFID研究主要集中在解决安全性和隐私问题上,而本文的重点是解决一般的可靠性问题,特别是检测读取率故障。我们特别考虑检测某些RFID标签是否完全未被读取的问题,如果标签未被读取,则应激活警报。这与主流的RFID可靠性研究有很大的不同,后者试图通过开发新的强大的天线或改善周围环境来提高读取率。为了解决这个问题,我们提出了一种新的解决方案,可以检测漏读并通知适当的实体采取适当的行动。所提出的解决方案的新颖之处在于RFID读取器与普通称重机的结合使用。其概念是将标记项目的总重量与存储在后端数据库中的(相同项目的)总重量进行比较。只有正确读取的RFID标签才能访问后台数据库。如果一些标签在所有这些权重将变化,因此不正确的读数可以识别。本文为所提出的解决方案提供了详细的理论基础。此外,我们将提出的解决方案与现有解决方案进行比较,以证明我们的解决方案在图书馆或超市场景中实际部署RFID的成功和潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving RFID Read Rate Reliability by a Systematic Error Detection Approach
Reliability, security and privacy are the key concerns with RFID (radio frequency identification) adoption. While the mainstream RFID research is focused on solving the security and privacy issues, this paper focuses on addressing the reliability issues in general and detecting read rate failures in particular. We specifically consider the issue of detecting if some RFID tags are not read at all, and if the tags are not read an alarm should be activated. This is quite different from the main stream RFID reliability research which attempts to increase the read rate by developing new and powerful antennas or improving the surrounding environment. To address this issue, we present a novel solution which can detect missed readings and notify appropriate entity to take suitable action against it. The novelty of the proposed solution lies in the combined use of RFID reader along with a normal weighing machine. The concept is to compare the gross weight of the tagged items against the gross weight (of the same items) stored in a backend database. The backed database can only be accessed for those RFID tags which are properly read. If some tags are not read at all these weights would vary and hence incorrect readings could be identified. This paper provides the detailed theoretical foundation for the proposed solution. In addition we compare the proposed solution against existing solutions to demonstrate the success and potential of our solution for practical deployment of RFID in library or supermarket scenario.
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