Evaluation of Feature Attributes for an RFID Conveyor Belt Application using Probabilistic Models
Conference: Smart SysTech 2012 - European Conference on Smart Objects, Systems and Technologies
06/12/2012 - 06/13/2012 at Osnabrück, Deutschland
Proceedings: Smart SysTech 2012
Pages: 7Language: englishTyp: PDFPersonal VDE Members are entitled to a 10% discount on this title
Goller, Michael (Enso-Detego GmbH, 8020 Graz, Austria)
Brandner, Markus (Graz University of Technology, 8010 Graz, Austria)
RFID conveyor belt applications are frequently found in fashion and retail logistics where individually tagged goods are packed into boxes for easy handling. Based on the item-level tagging of goods, these applications are used to identify individual tags and to perform the assignment of tags to their enclosing box. Several aspects such as the extended read range of UHF systems and multipath propagation degrade the detection performance. In this paper we discuss different feature attributes available to the underlying classifier within the RFID system. In particular we address the impact of using the phase information provided by the reader on the classification performance of the RFID system.