FUZZY APPROACH TO DEVICE LOCALIZATION BASED ON WIRELESS NETWORK SIGNAL STRENGTH

Michał Socha; Wojciech Górka; Marcin Michalak

doi:10.35784/iapgos.2597

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Published: Jun 30, 2021

DOI: https://doi.org/10.35784/iapgos.2597

Issue Vol. 11 No. 2 (2021)

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DOI

https://doi.org/10.35784/iapgos.2597

Authors

Michał Socha

Michal.Socha@emag.lukasiewicz.gov.pl

Research Network Łukasiewicz, Institute of Innovative Technologies EMAG, Katowice, Poland , Poland

https://orcid.org/0000-0002-7439-4001

Wojciech Górka

Wojciech.Gorka@emag.lukasiewicz.gov.pl

Research Network Łukasiewicz, Institute of Innovative Technologies EMAG, Katowice, Poland , Poland

https://orcid.org/0000-0003-2124-7734

Marcin Michalak

Marcin.Michalak@emag.lukasiewicz.gov.pl

Research Network Łukasiewicz, Institute of Innovative Technologies EMAG, Katowice, Poland , Poland

https://orcid.org/0000-0001-9979-8208

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.

Keywords:

wireless networks, fuzzy sets, device location

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Socha, M., Górka, W., & Michalak, M. (2021). FUZZY APPROACH TO DEVICE LOCALIZATION BASED ON WIRELESS NETWORK SIGNAL STRENGTH. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 11(2), 14–21. https://doi.org/10.35784/iapgos.2597

FUZZY APPROACH TO DEVICE LOCALIZATION BASED ON WIRELESS NETWORK SIGNAL STRENGTH

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