How to calculate the power of 5G base station in Reykjavik

What is 5G cell reference power?

Cell Reference Power determines the baseline power for a 5G cell and depends on bandwidth, RBs, and hardware capabilities. SS-PBCH-BlockPower is a crucial parameter for enhancing signal strength, calculated by adding a boost power value to the cell reference power.

Should power consumption models be used in 5G networks?

This restricts the potential use of the power models, as their validity and accuracy remain unclear. Future work includes the further development of the power consumption models to form a unified evaluation framework that enables the quantification and optimization of energy consumption and energy efficiency of 5G networks.

How can we improve the energy eficiency of 5G networks?

To improve the energy eficiency of 5G networks, it is imperative to develop sophisticated models that accurately reflect the influence of base station (BS) attributes and operational conditions on energy usage.

Does a balanced dataset improve energy prediction of 5G base stations?

For energy prediction of 5G base stations, this thesis finds that using a more balanced dataset, in terms of the number of samples for each product, has a positive impact for the ANN and the Gradient Boosted Trees model while the linear regression performs worse.