Optimal detection range of RFID tag for RFID-based positioning system using the k-NN algorithm

Soohee Han, Junghwan Kim, Choung Hwan Park, Hee Cheon Yoon, Joon Heo

Research output: Contribution to journalArticle

16 Citations (Scopus)

Abstract

Positioning technology to track a moving object is an important and essential component of ubiquitous computing environments and applications. An RFID-based positioning system using the k-nearest neighbor (k-NN) algorithm can determine the position of a moving reader from observed reference data. In this study, the optimal detection range of an RFID-based positioning system was determined on the principle that tag spacing can be derived from the detection range. It was assumed that reference tags without signal strength information are regularly distributed in 1-, 2- and 3-dimensional spaces. The optimal detection range was determined, through analytical and numerical approaches, to be 125% of the tag-spacing distance in 1-dimensional space. Through numerical approaches, the range was 134% in 2-dimensional space, 143% in 3-dimensional space.

Original languageEnglish
Pages (from-to)4543-4558
Number of pages16
JournalSensors (Switzerland)
Volume9
Issue number6
DOIs
Publication statusPublished - 2009 Jun 1

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All Science Journal Classification (ASJC) codes

  • Analytical Chemistry
  • Biochemistry
  • Atomic and Molecular Physics, and Optics
  • Instrumentation
  • Electrical and Electronic Engineering

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