FUZZY APPROACH TO DEVICE LOCALIZATION BASED ON WIRELESS NETWORK SIGNAL STRENGTH | Zendy

Michał Socha | Zendy; Wojciech Górka | Zendy; Marcin Michalak | Zendy

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FUZZY APPROACH TO DEVICE LOCALIZATION BASED ON WIRELESS NETWORK SIGNAL STRENGTH

Author(s) -

Michał Socha,

Wojciech Górka,

Marcin Michalak

Publication year - 2021

Publication title -

informatyka automatyka pomiary w gospodarce i ochronie środowiska

Language(s) - English

Resource type - Journals

eISSN - 2391-6761

pISSN - 2083-0157

DOI - 10.35784/iapgos.2597

Subject(s) - signal strength , computer science , fuzzy logic , signal (programming language) , wireless , wireless network , received signal strength indication , wireless sensor network , data mining , real time computing , artificial intelligence , computer network , telecommunications , programming language

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.

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