X-CleLo: Intelligent Deterministic RFID Data Transformer

Peter Darcy, Bela Stantic, Abdul Sattar

2010

Abstract

Recently, passive Radio Frequency Identification (RFID) systems have received an exponential amount of attention as researchers have worked tirelessly to implement a stable and reliable system. Unfortunately, despite vast improvements in the quality of RFID technology, a significant amount of erroneous data is still captured in the system. Currently, the problems associated with RFID have been addressed by cleaning algorithms to enhance the data quality. In this paper, we present X-CleLo, a means to intelligently clean and enhance the dirty data using Clausal Defeasible Logic. The extensive experimental study we have conducted has shown that the X-CleLo method has several advantages against a currently utilised cleaning technique and achieves a higher cleaning rate.

References

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Paper Citation


in Harvard Style

Darcy P., Stantic B. and Sattar A. (2010). X-CleLo: Intelligent Deterministic RFID Data Transformer . In Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges - Volume 1: IWRT, (ICEIS 2010) ISBN 978-989-8425-11-9, pages 3-12. DOI: 10.5220/0003015700030012


in Bibtex Style

@conference{iwrt10,
author={Peter Darcy and Bela Stantic and Abdul Sattar},
title={X-CleLo: Intelligent Deterministic RFID Data Transformer},
booktitle={Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges - Volume 1: IWRT, (ICEIS 2010)},
year={2010},
pages={3-12},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003015700030012},
isbn={978-989-8425-11-9},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges - Volume 1: IWRT, (ICEIS 2010)
TI - X-CleLo: Intelligent Deterministic RFID Data Transformer
SN - 978-989-8425-11-9
AU - Darcy P.
AU - Stantic B.
AU - Sattar A.
PY - 2010
SP - 3
EP - 12
DO - 10.5220/0003015700030012