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An overview on various RFID data filtering techniques based on bloom filter approach

Yaacob, Siti Salwani and Mahdin, Hairulnizam (2014) An overview on various RFID data filtering techniques based on bloom filter approach. In: International Integrated Engineering Summit (IIES 2014), 1-4 December 2014, Universiti Tun Hussein Onn Malaysia, Johor .


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The unreliability data reading such as noise, missed reading and duplicate reading that were produced by RFID reader has become the primary factor limiting the widespread adoption of RFID technology. It is compulsory to filter the raw data to maintain its reliability of data reading because a slight decreasing of effective read rate will reduce the accuracy and reliability of RFID. One of the approaches that used to filter data in RFID is Bloom filter. Bloom filter is a probabilistic data structure that checks whether the data in the filter or not. It is a typical approach that filters incorrect raw data, such as noise and redundancy in the distributed system. This paper provides overview of various techniques that used bloom filter approach to filter RFID data reading to maintain its reliability and efficiency

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: RFID; data filtering; noise reading; missed reading; duplicate reading; bloom filter
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: Faculty of Computer Science and Information Technology > Department of Web Technology
Depositing User: Mrs. Nurhayati Ali
Date Deposited: 28 Jun 2015 07:12
Last Modified: 28 Jun 2015 07:12
URI: http://eprints.uthm.edu.my/id/eprint/6500
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