Indoor Positioning System Using IN100 BLE NanoBeacons

dc.contributor.advisorPeets, Alo, juhendaja
dc.contributor.authorTurban, Siim
dc.contributor.otherTartu Ülikool. Loodus- ja täppisteaduste valdkondet
dc.contributor.otherTartu Ülikool. Arvutiteaduse instituutet
dc.date.accessioned2025-10-21T06:40:12Z
dc.date.available2025-10-21T06:40:12Z
dc.date.issued2025
dc.description.abstractThis thesis evaluates the suitability of the Bluetooth Low Energy (BLE) protocol and dedicated IN100 BLE NanoBeacons for indoor positioning, implementing and testing the solution on the iOS platform. Position estimates are produced by fusing an RSSI-based trilateration method with a smartphone inertial-sensor based Pedestrian Dead Reckoning (PDR) algorithm. The results are weighted through dynamic confidence classes. The application presents the result on an interactive map, where its functionality is comparable to modern navigation apps. The system was tested both in the University of Tartu’s Delta building and in a home environment. Examined deployment parameters were beacon-density, signal strength and maintenance, also a cost analysis of the covered hardware, installation and configuration effort. The findings confirm that a BLE-beacon network is a technically viable and cost-effective alternative to Wi-Fi-based indoor positioning systems.
dc.description.abstract Töös hinnati madala energiatarbega Bluetooth-protokolli (BLE) ja petsiaalsete IN100 BLE NanoBeacon majakate sobivust siseruumide positsioneerimiseks, testides lahendust iOS‑platvormil. Positsioneerimine saavutati RSSI‑põhise trilateratsiooni ja nutitelefoni inertsiaalsensoritel põhineva PDR algoritmi abil, ühendades tulemused erinevaid usaldusklasse kasutades. Rakenduse väljundiks on interaktiivne kaart, mis funktsionaalsuselt sarnaneb tänapäevastele kaardirakendustele. Süsteemi testiti Tartu Ülikooli Delta hoones ja koduses keskkonnas. Lisaks hinnati süsteemi rakendamiseks vajalikke tingimusi, nagu majakate paigutuse tihedust, signaalitaset ja hooldusvajadust ning analüüsiti lahenduse kulukust, arvestades majakate riistvarakulu ning paigaldus- ja seadistusaega. Tulemused kinnitasid, et BLE‑majakatel põhinev võrgustik on tehniliselt sobiv ning kuluefektiivne alternatiiv Wi‑Fi‑põhistele süsteemidele.
dc.identifier.urihttps://hdl.handle.net/10062/116948
dc.language.isoet
dc.publisherTartu Ülikoolet
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjecttrilateratsioon
dc.subjectsiseruumide positsioneerimine
dc.subjectPDR
dc.subjectmobile app
dc.subjectmobiilirakendus
dc.subjectBLE
dc.subjectindoor positioning
dc.subjectIOS
dc.subject.otherbakalaureusetöödet
dc.subject.otherinformaatikaet
dc.subject.otherinfotehnoloogiaet
dc.subject.otherinformaticsen
dc.subject.otherinfotechnologyen
dc.titleIndoor Positioning System Using IN100 BLE NanoBeacons
dc.title.alternativeSiseruumide positsioneerimissüsteem IN100 BLE nanomajakatega
dc.typeThesis

Failid

Originaal pakett

Nüüd näidatakse 1 - 1 1
Laen...
Pisipilt
Nimi:
turban_informaatika_2025.pdf
Suurus:
7.99 MB
Formaat:
Adobe Portable Document Format