Machine Learning Based Localization of LoRa Mobile Wireless Nodes Using a Novel Sectorization Method

Machine Learning Based Localization of LoRa Mobile Wireless Nodes Using a Novel Sectorization Method

Indoor localization of wireless nodes is a relevant task for wireless sensor networks with mobile nodes using mobile robots. Despite the fact that outdoor localization is successfully performed by Global Positioning System (GPS) technology, indoor environments face several challenges due to multipat...

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Bibliographic Details
Main Authors: Madiyar Nurgaliyev, Askhat Bolatbek, Batyrbek Zholamanov, Ahmet Saymbetov, Kymbat Kopbay, Evan Yershov, Sayat Orynbassar, Gulbakhar Dosymbetova, Ainur Kapparova, Nurzhigit Kuttybay, Nursultan Koshkarbay
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Future Internet
Subjects:
wireless sensor networks
LoRa technology
machine learning
sectorization method
Extended Kalman Filtering (EKF)
Online Access:https://www.mdpi.com/1999-5903/16/12/450
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