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01-06-2014 | Issue 2/2014

Advances in Manufacturing 2/2014

RFID unreliable data filtering by integrating adaptive sliding window and Euclidean distance

Journal:
Advances in Manufacturing > Issue 2/2014
Authors:
Li-Lan Liu, Zi-Long Yuan, Xue-Wei Liu, Cheng Chen, Ke-Sheng Wang

Abstract

Through improving the redundant data filtering of unreliable data filter for radio frequency identification (RFID) with sliding-window, a data filter which integrates self-adaptive sliding-window and Euclidean distance is proposed. The input data required being filtered have been shunt by considering a large number of redundant data existing in the unreliable data for RFID and the redundant data in RFID are the main filtering object with utilizing the filter based on Euclidean distance. The comparison between the results from the method proposed in this paper and previous research shows that it can improve the accuracy of the RFID for unreliable data filtering and largely reduce the redundant reading rate.

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