Low cost metric for comparing the localization efficacy of wlan access points using rf site survey data

Chamal Sapumohotti, Mohamad Yusoff Alias, Su Wei Tan

Research output: Contribution to journalArticleResearchpeer-review

Abstract

Location fingerprinting utilizes periodic beacons transmitted by Wireless Local Area Network (WLAN) Access Points (APs) to provide localization in indoor environments. Currently no method is able to quantify the effectiveness of localization information provided by individual APs. Such a metric would enable the optimal placement of new APs as well as eliminating redundant APs so as to reduce the resources consumed by indoor localization software in client devices. This paper proposes LocationInfo, a metric that utilizes walk test data for quantifying the localization efficacy of APs. The performance of LocationInfo is evaluated using two experimental settings. First, it is used for identifying the optimal location for new APs. Second, it is used for filtering out excess APs in a crowded WLAN environment. In both experiments, LocationInfo outperforms existing metrics.

Original languageEnglish
Pages (from-to)1403-1411
Number of pages9
JournalIEICE Transactions on Communications
VolumeE97-B
Issue number7
DOIs
Publication statusPublished - Jul 2014
Externally publishedYes

Keywords

  • Localization efficacy
  • Location fingerprinting

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