A Deep Learning Network Planner: Propagation Modeling Using Real-World Measurements and a 3D City Model

In urban scenarios, network planning requires awareness of the notoriously complex propagation environment by accounting for blocking, diffraction, and reflection on buildings. To this end, deep learning-based signal-strength prediction directly operating on environmental data has recently gained at...

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Bibliographic Details
Main Authors: Lukas Eller, Philipp Svoboda, Markus Rupp
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9954403/