Effect of reading errors on location prediction in RFID indoor networks

June Hwang, Seong-Lyun Kim

Research output: Contribution to journalArticle

Abstract

In this Letter, we investigate the correlation rate of a random sequence data set which is collected by RFID (Radio Frequency IDentification) readers in an indoor location. Using a passive RFID tag introduces reading error, which causes a loss of original data. From the question of how sensing errors of RFID readers affect the location prediction algorithm used for context awareness services at home, we analyze the correlation rate of a collected data set with respect to RFID reader-sensing error rate. Through our analysis, we conclude that the prediction accuracy can be better or worse than the one of the original data streams according to the error rate. We suggest that the reader specification has to be satisfied by the error boundary which is found in this work for the tolerant location prediction.

Original languageEnglish
Pages (from-to)567-571
Number of pages5
JournalIEICE Transactions on Communications
VolumeE91-B
Issue number2
DOIs
Publication statusPublished - 2008 Jan 1

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Radio frequency identification (RFID)
Specifications

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

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Effect of reading errors on location prediction in RFID indoor networks. / Hwang, June; Kim, Seong-Lyun.

In: IEICE Transactions on Communications, Vol. E91-B, No. 2, 01.01.2008, p. 567-571.

Research output: Contribution to journalArticle

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