Location Technique based on Pattern Recognition of Radio Signal Strength using Active RFID

Romeo Mark A. Mateo, Insook Yoon, Jaewan Lee

Abstract

RFID technology is used by various application areas to implement smart data processing and ubiquitous system. In the recent research of parking system, implementing efficient and accurate location technique using active RFIDs are not considered. This paper proposes a location technique based on pattern recognition of radio signal strength using active RFID. Active RFID is used by cars for identification by sending signals to receiving sensors. The proposed pattern recognition based on multilayer perceptron (MLP) uses the pattern of radio signal to process accurate location technique. The procedure provides a training model for received signal strength (RSS) patterns in able to classify the signals and determine the exact slot. A parking simulator platform is used and compared the proposed method to other algorithms and found that MLP is more accurate classifier and faster in building the classification model.

References

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Paper Citation


in Harvard Style

Mark A. Mateo R., Yoon I. and Lee J. (2008). Location Technique based on Pattern Recognition of Radio Signal Strength using Active RFID . In Proceedings of the 2nd International Workshop on RFID Technology - Concepts, Applications, Challenges - Volume 1: IWRT, (ICEIS 2008) ISBN 978-989-8111-46-3, pages 7-18. DOI: 10.5220/0001722800070018


in Bibtex Style

@conference{iwrt08,
author={Romeo Mark A. Mateo and Insook Yoon and Jaewan Lee},
title={Location Technique based on Pattern Recognition of Radio Signal Strength using Active RFID},
booktitle={Proceedings of the 2nd International Workshop on RFID Technology - Concepts, Applications, Challenges - Volume 1: IWRT, (ICEIS 2008)},
year={2008},
pages={7-18},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001722800070018},
isbn={978-989-8111-46-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 2nd International Workshop on RFID Technology - Concepts, Applications, Challenges - Volume 1: IWRT, (ICEIS 2008)
TI - Location Technique based on Pattern Recognition of Radio Signal Strength using Active RFID
SN - 978-989-8111-46-3
AU - Mark A. Mateo R.
AU - Yoon I.
AU - Lee J.
PY - 2008
SP - 7
EP - 18
DO - 10.5220/0001722800070018