Machine Learning and Analytical Power Consumption Models for 5G Base Stations

IEEE Communications Magazine (IEEE Commun. Mag.), 2022

23 September 2022

Merouane Debbah

Papers citing "Machine Learning and Analytical Power Consumption Models for 5G Base Stations"

6 / 6 papers shown

A Multi-Armed Bandit Framework for Online Optimisation in Green Integrated Terrestrial and Non-Terrestrial NetworksInternational Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2025

10 Jun 2025

Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need

232

13 Jun 2024

Data-driven Energy Efficiency Modelling in Large-scale Networks: An Expert Knowledge and ML-based ApproachIEEE Transactions on Machine Learning in Communications and Networking (IEEE TMLCN), 2023

David López-Pérez

Antonio De Domenico

Nicola Piovesan

Merouane Debbah

249

31 Dec 2023

Large Language Models for Telecom: Forthcoming Impact on the IndustryIEEE Communications Magazine (IEEE Commun. Mag.), 2023

Merouane Debbah

311

11 Aug 2023

Power Consumption Modeling of 5G Multi-Carrier Base Stations: A Machine Learning Approach

08 Dec 2022

RF-Photonic Deep Learning Processor with Shannon-Limited Data MovementScience Advances (Sci Adv), 2022

269

08 Jul 2022