Implementation of Wi-Fi Based Location Tracking System Based on Signal Strength Measurement and Artificial Neural Network

John, S.N. and Ibikunle, F. and Adewale, A. A. and Owokade, A. L. and Ajah, J. O. Implementation of Wi-Fi Based Location Tracking System Based on Signal Strength Measurement and Artificial Neural Network. Information control systems and computer monitoring (ICSCM), Ukraine. pp. 106-112.

[img] Text
Implementation of Wi-Fi Based Location Tracking System Based on Signal.pdf

Download (732kB)

Abstract

Radio frequency signals are present everywhere and almost at any time, from GSM mobile phones to wireless devices. Wi-Fi enabled devices can be located within the area of deployment. A location system that takes advantage of the availability of these signals and the received signal strength indicator (RSSI) measured by these mobile devices was developed using Wireless Fidelity (Wi-Fi) as access points (APs). The concept of Artificial Neural Network (ANN) was applied to the location system for computation of location coordinates. This allows for tolerance and generalization of results. Location information of target devices was made available via a web interface. The user had the option of selecting registered device in a location database server using Media Access Control (MAC) address of their tag and the computed location is displayed on a floor plan of the building.

Item Type: Article
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Depositing User: ELDER OGUNTAYO SUNDAY ADEBISI
Date Deposited: 30 Nov 2018 10:57
Last Modified: 17 Sep 2019 10:05
URI: https://eprints.lmu.edu.ng/id/eprint/1442

Actions (login required)

View Item View Item