Signal analysis for WiFi positioning system

Signal analysis for WiFi positioning system

Wi-Fi localization is important to determine the predicted location of the network device. In this project, localization techniques were studied and implemented to perform signal analysis. Simulation of RSSI values based on a given location and simulation of an exact location based on a given set of...

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Bibliographic Details
Main Author: Foo, Mabel Mei Ling.
Other Authors: Chang Kuiyu
Format: Final Year Project
Language:English
Published: 2013
Subjects:
DRNTU::Engineering::Computer science and engineering::Computing methodologies::Simulation and modeling
Online Access:http://hdl.handle.net/10356/52802
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Institution: Nanyang Technological University
Language: English
Description
Summary:Wi-Fi localization is important to determine the predicted location of the network device. In this project, localization techniques were studied and implemented to perform signal analysis. Simulation of RSSI values based on a given location and simulation of an exact location based on a given set of RSSI values are performed. These results are visualized in a graphical user interface and analyzed in detailed. The implementation of the simulation is based on the k-Nearest Neighbor algorithm and the Wi-Fi triangulation localization method. Euclidean distance was used as the proximity measure for the nearest neightbor algorithm.

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