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FUZZY APPROACH TO DEVICE LOCALIZATION BASED ON WIRELESS NETWORK SIGNAL STRENGTH
- 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.
- Subjects :
- wireless networks
0209 industrial biotechnology
Wireless network
Computer science
device location
Environmental engineering
02 engineering and technology
TA170-171
Fuzzy logic
fuzzy sets
Environmental sciences
020901 industrial engineering & automation
Signal strength
0202 electrical engineering, electronic engineering, information engineering
Electronic engineering
020201 artificial intelligence & image processing
GE1-350
Subjects
Details
- Language :
- English
- ISSN :
- 23916761 and 20830157
- Volume :
- 11
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
- Accession number :
- edsair.doi.dedup.....df2557d9c0dce76370c0d6498fc89dd8