IEEE

Game Theoretic Approach to QoS Oriented Machine Learning Model Development Toward 5G Network Migration Planning

Abstract: With the increasing number of connected devices, the demand for mobile data has grown exponentially. The existing legacy 4G/LTE network has been unable to meet the demands and keep up with ...
IEEE

Machine-Learning-Based Urban Path Loss Prediction at 900 MHz: Principal Component Analysis, Clustering, Feature Importance and Regression

Abstract: In this work, the possibility of applying machine learning (ML) techniques to analyze and predict radio wave propagation losses in urban environments is explored. Thus, from a measurement ...