An Experimental Comparison of RSSI-Based Indoor Localization Techniques Using ZigBee Technology

An Experimental Comparison of RSSI-Based Indoor Localization Techniques Using ZigBee Technology

Wireless indoor localization is a significant challenge because of the noise generated by building structures, electromagnetic fields, and distances between connected nodes inside a building. This study compares two main localization methods: fingerprints (real and synthetic) and ranging schemes bas...

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Bibliographic Details
Main Authors: Hassoon Salman Fahama, Karim Ansari-Asl, Yousef Seifi Kavian, Mehdi Naderi Soorki
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Indoor localization
multilayer perceptron (MLS)
K-nearest neighbor (KNN)
path-loss exponent
RSSI fingerprints
received signal strength indicator (RSSI)
Online Access:https://ieeexplore.ieee.org/document/10217794/

Internet

https://ieeexplore.ieee.org/document/10217794/

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