TY - JOUR
T1 - Low cost metric for comparing the localization efficacy of wlan access points using rf site survey data
AU - Sapumohotti, Chamal
AU - Alias, Mohamad Yusoff
AU - Tan, Su Wei
PY - 2014/7
Y1 - 2014/7
N2 - 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.
AB - 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.
KW - Localization efficacy
KW - Location fingerprinting
UR - http://www.scopus.com/inward/record.url?scp=84903692314&partnerID=8YFLogxK
U2 - 10.1587/transcom.E97.B.1403
DO - 10.1587/transcom.E97.B.1403
M3 - Article
AN - SCOPUS:84903692314
SN - 0916-8516
VL - E97-B
SP - 1403
EP - 1411
JO - IEICE Transactions on Communications
JF - IEICE Transactions on Communications
IS - 7
ER -