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FUZZY APPROACH TO DEVICE LOCALIZATION BASED ON WIRELESS NETWORK SIGNAL STRENGTH

Authors :
Michał Socha
Wojciech Górka
Marcin Michalak
Source :
Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska, Vol 11, Iss 2 (2021)
Publication Year :
2021
Publisher :
Lublin University of Technology, 2021.

Abstract

The paper presents an original approach to device location detection in a building. The new method is based on a map of individual interiors, drawn up based on the measurements of the strength of wireless network signals for each building venue. The device is initially assigned to all venues whose descriptions sufficiently correspond with the current measurements taken by the device. A fuzzy assignment level for each of the potentially considered venues depends on the difference between the averaged network strengths for the venue and the signal strengths currently measured with the device for localization purposes. Ultimately, the device is assigned to the venue with the highest level of assignment.

Details

Language :
English, Polish
ISSN :
20830157 and 23916761
Volume :
11
Issue :
2
Database :
Directory of Open Access Journals
Journal :
Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
Publication Type :
Academic Journal
Accession number :
edsdoj.911640cc4a9442b185d6247384d3bc7e
Document Type :
article
Full Text :
https://doi.org/10.35784/iapgos.2597