Using Dynamic Time Warping to Identify RFID Tag Movement in a Logistics Scenario with and without Additional Process Knowledge
ISBN
978-0-615-15788-7
Type
conference paper
Date Issued
2014-12-15
Author(s)
Abstract
In recent years, Radio Frequency Identification (RFID) has been widely adopted as a solution for the fully automatic identification of physical objects. However, technological and physical constraints may sometimes hamper a productive use. One of the key issues is the problem of false-positive RFID tag reads, that is, RFID transponders that are detected unintentionally by the reader hardware. The present paper proposes and evaluates a comprehensive time-series analysis technique to identify and filter false-positives from the RFID data stream. Furthermore, we investigate the value of additional knowledge about the business process to be monitored. We empirically test our approach using a large set of RFID data collected at the distribution center of a large European retailer.
Language
English
HSG Classification
contribution to scientific community
Refereed
Yes
Book title
Proceedings of the International Conference on Information Systems - Building a Better World through Information Systems
Publisher
Association for Information Systems
Publisher place
AIS Electronic Library (AISeL)
Start page
16
Event Title
35th International Conference on Information Systems (ICIS 2014)
Event Location
Auckland, New Zealand
Event Date
14.-17.12.2014
Subject(s)
Division(s)
Eprints ID
239219
File(s)![Thumbnail Image]()
open.access
Name
paper.pdf
Size
738.83 KB
Format
Adobe PDF
Checksum (MD5)
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