Many Bits Per Second Takes A Lot of Electricity5G Will only Increase Our Appetite For DataData-Driven Energy ConsumptionSustainable ElectricityConsequences of 5G For The EnvironmentCurrently, three percent of the world''s energy demand comes from wireless communications(4). Telecom providers expect their energy costs to increase by 150-170 percent by 2026 with the advent of 5G technology, according to a study by Vertiv, a U.S. network service provider. That''s almost a threefold increase compared to 4G(5). One 5G base station i...See more on jrseco arXiv
Modelling the 5G Energy Consumption Using Real-world Data:
To address this, we propose a novel deep learning model for 5G base station energy consumption estimation based on a real-world dataset. Unlike existing methods, our approach integrates the Base