RFID Data Reliability Optimiser Based on Two Dimensions Bloom Filter

Authors

  • Siti Salwani Yaacob Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Parit Raja, Batu Pahat, Johor, Malaysia.
  • Hairulnizam Mahdin Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Parit Raja, Batu Pahat, Johor, Malaysia.
  • Shahreen Kasim Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Parit Raja, Batu Pahat, Johor, Malaysia.

Keywords:

RFID, Bloom Filter, False Positive Reading, Noise, Duplicate Reading, Redundancy.

Abstract

Radio frequency identification (RFID) is a flexible deployment technology that has been adopted in many applications especially in supply chain management. RFID system used radio waves to perform wireless interaction to detect and read data from the tagged object. However, RFID data streams contain a lot of false positive and duplicate readings. Both types of readings need to be removes to ensure reliability of information produced from the data streams. In this paper, a single approach, which based on Bloom filter was proposed to remove both dirty data from the RFID data streams. The noise and duplicate data filtering algorithm was constructed based on bloom filter. There are two bloom filters in one algorithm where each filter holds function either to remove noise data and to recognize data as correct reading from duplicate data reading. Experimental results show that our proposed approach outperformed other existing approaches in terms of data reliability.

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Published

2017-06-01

How to Cite

Yaacob, S. S., Mahdin, H., & Kasim, S. (2017). RFID Data Reliability Optimiser Based on Two Dimensions Bloom Filter. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 9(2-2), 55–60. Retrieved from https://jtec.utem.edu.my/jtec/article/view/2219

Issue

Vol. 9 No. 2-2: Circuit and System Advancement in Modern World I

Section

Articles

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