Decreasing false-positive RFID Tag Reads by Improved Portal Antenna Setups
ISBN
978-1-4673-1347-6
Type
conference paper
Date Issued
2012-10-24
Author(s)
Abstract
The problem of false-positive RFID tag reads i.e., tags that have been read unintentionally by a reader, is crucial for the actual implementation of RFID solutions in the real world. Prior research has shown that the use of the low-level reader data is suitable to approach this problem and it is the scope of this paper to evaluate the use of alternative RFID reader antenna setups to support this idea. We collected a large number of data in a productive RFID enabled distribution center, derived additional knowledge from our findings and used it to train a machine learning algorithm for the detection of such false-positive reads. It will be shown that the proposed solutions significantly improve the previously in the literature presented classification algorithms.
Language
English
HSG Classification
contribution to scientific community
Refereed
No
Publisher
IEEE
Start page
99
End page
106
Event Title
3rd International Conference on the Internet of Things (IoT 2012)
Event Location
Wuxi, P.R. China
Event Date
24.-26.10.2012
Subject(s)
Division(s)
Eprints ID
224388
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Decreasing False-Positive RFID Tag Reads by Improved Portal Antenna Setups 2013 Keller_Thiesse_Ilic_Fleisch.pdf
Size
237.79 KB
Format
Adobe PDF
Checksum (MD5)
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