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

no code implementations • 8 Dec 2022 • Nicola Piovesan, David Lopez-Perez, Antonio De Domenico, Xinli Geng, Harvey Bao

The fifth generation of the Radio Access Network (RAN) has brought new services, technologies, and paradigms with the corresponding societal benefits.

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

no code implementations • 23 Sep 2022 • Nicola Piovesan, David Lopez-Perez, Antonio De Domenico, Xinli Geng, Harvey Bao, Merouane Debbah

The energy consumption of the fifth generation(5G) of mobile networks is one of the major concerns of the telecom industry.