Delta Wi-Fi Positioning System
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Kuupäev
Autorid
Ajakirja pealkiri
Ajakirja ISSN
Köite pealkiri
Kirjastaja
Tartu Ülikool
Abstrakt
Many solutions exist for positioning users inside buildings, where access to satellites
is limited. Conventional building materials, such as concrete and steel greatly reduce
reception of satellites, creating the requirement for other methods of positioning.
The objective of this paper is to analyse the available solutions for indoor positioning,
choose a suitable solution and implement an interactive application with a Graphical User
Interface for use in the Delta building. The finished application is to provide a visual
overview of a user’s location on a floor map of the Delta building, approximate position
of the user expressed in pixels and an accuracy metric of the calculated prediction.
While similar solutions have already been researched for use in the Delta building,
no previous papers used weighted mean and trilateration methods as the positioning
algorithm choice and none created an interactive map-based GUI as the application, with
coordinates for the predicted user’s position.
As a result of this thesis, a multi-platform application was successfully developed in
Python for use in the Delta building. Using detailed floor maps and a list of routers located
throughout the Delta building, the user’s location can be predicted with adequate accuracy
using weighted mean and trilateration algorithms. Further, the finished application
contains additional functionality and an interactive tool to add new routers to the database.
Despite the adequate accuracy of the final application, more advanced implementations
of the positioning methods should be considered to further increase the accuracy. Further,
additional ways to fine-tune variables used in the application should be discovered.
Finally, despite the multi-platform support, not all platforms and adapters give optimal
results due to variability in used hardware components and built-in software limitations.
Kirjeldus
Märksõnad
Wi-Fi, indoor positioning, trilateration, weighted mean