المستخلص: |
Radio frequency Identification “RFID” Technology uses the radio frequency waves to transfer the RFID data between RFID readers and tags which are used to identify objects/employees without line of sight. The RFID data which is captured by the tag reader may contain false readings, noise, and duplicates which implies data filtering and cleaning. Therefore, it is necessary to develop efficient processing algorithms of RFID data. This paper presents a dynamic technique to filter the RFID data, eliminate duplicates and filter noise. Data filtering during employee identification in the work place enhances the performance of employee attendance management systems. The proposed system compared to the Denoising and duplication Elimination approach under different arrival rates at a rate 0.1 tag/sec and under the noise rate at rate between 0.085-0.01 tag/sec.
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