Design principles for model generalization and scalable AI integration in radio access networks
This article emphasizes the pivotal role of model generalization in enhancing performance
and enabling scalable AI integration within radio communications. We outline design …
and enabling scalable AI integration within radio communications. We outline design …
A Machine Learning Approach to Wireless Propagation Modeling in Industrial Environment
M Barbiroli, F Fuschini - IEEE Open Journal of Antennas and …, 2024 - ieeexplore.ieee.org
Wireless channel properties in industrial environments can differ from residential or office
settings due to the considerable impact of heavy machinery that triggers intricate multipath …
settings due to the considerable impact of heavy machinery that triggers intricate multipath …
Physics-Based Propagation Models Enabled by Machine Learning
A Seretis - 2024 - search.proquest.com
As a growing number of wireless services with high performance demands is offered, their
intelligent planning and efficient management becomes more urgent. To that end, channel …
intelligent planning and efficient management becomes more urgent. To that end, channel …
[PDF][PDF] Fast Selection of Indoor Wireless Transmitter Locations with Generalizable Neural Network Propagation Models
The continuous emergence of new wireless communication systems increases the need for
intelligent planning prior to their deployment. This planning includes determining the …
intelligent planning prior to their deployment. This planning includes determining the …