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Theoretical entropy assessment of fingerprint-based Wi-Fi localization accuracy.

Authors :
Zhou, Mu
Tian, Zengshan
Xu, Kunjie
Yu, Xiang
Wu, Haibo
Source :
Expert Systems with Applications. Nov2013, Vol. 40 Issue 15, p6136-6149. 14p.
Publication Year :
2013

Abstract

Highlights: [•] The entropy is employed as a new metric to evaluate the fingerprint-based Wi-Fi location accuracy. [•] The relations of entropy and accuracy with variable RP densities and standard deviations are given. [•] The reckless increase of the number of APs cannot be an effective way to improve location accuracy. [•] The substantial saving of computation cost by the entropy is achieved over the existing metrics. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09574174
Volume :
40
Issue :
15
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
89133896
Full Text :
https://doi.org/10.1016/j.eswa.2013.05.038