Predicting Path Loss Distribution of an Area From Satellite Images Using Deep Learning

Path loss prediction is essential for network planning in any wireless communication system. For cellular networks, it is usually achieved through extensive received signal power measurements in the target area. When the 3D model of an area is available, ray tracing simulations can be utilized; howe...

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Bibliographic Details
Main Authors: Omar Ahmadien, Hasan F. Ates, Tuncer Baykas, Bahadir K. Gunturk
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9057515/