Evaluation of the power-saving effect of 5G base station based on AI

The research and application of energy-saving technology for 5G wireless networks are significant for the emission-reduction work of Communication Operators. The traditional power-saving effect evaluation scheme of Active Antenna Unit (AAU) is complicated, leading to errors in the final evaluation results possibly. This paper proposes a LightGBM-based power-saving effect evaluation method of AAU, improving the efficiency and quality of AAU.