Explainable Machine Learning for LoRaWAN Link Budget Analysis and Modeling

Explainable Machine Learning for LoRaWAN Link Budget Analysis and Modeling

This article explores the convergence of artificial intelligence and its challenges for precise planning of LoRa networks. It examines machine learning algorithms in conjunction with empirically collected data to develop an effective propagation model for LoRaWAN. We propose decoupling feature extra...

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Bibliographic Details
Main Authors: Salaheddin Hosseinzadeh, Moses Ashawa, Nsikak Owoh, Hadi Larijani, Krystyna Curtis
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Sensors
Subjects:
LoRaWAN
Internet of Things
artificial intelligence
machine learning
regression analysis
propagation modeling
Online Access:https://www.mdpi.com/1424-8220/24/3/860

Internet

https://www.mdpi.com/1424-8220/24/3/860

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