Wireless fidelity (Wi-Fi) fingerprinting system using hybrid classifier approach

Wireless fidelity (Wi-Fi) fingerprinting system using hybrid classifier approach

IEEE 802.11 Wireless Fidelity (Wi-Fi) fingerprinting is an indoor positioning technique that estimates the location of a mobile device by matching an observed set of signal strength measurements (typically obtained through the Received Signal Strength Indication metric, or RSSI) received by a mobile...

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Hlavní autor: Del Mundo, Lersan
Médium: Diplomová práce
Jazyk:English
Vydáno: 2012.
Témata:
IEEE 802.11 (Standard)
Global Positioning System.
Support vector machines.
Wireless fidelity (Wi-Fi).
Wi-Fi fingerprinting technique.
Received Signal Strength Indication (RSSI).
K-Nearest Neighbor (k-NN).
Naive Bayes Classifier (NBC).
Hybrid Classifier Approach.