中图分类号：TN925+.1
文献标志码：A
DOI: 10.16157/j.issn.0258-7998.223378
中文引用格式：陆赟，丁薇，王梓丞，等. 基于AI算法的5G无线通信设备能耗建模方法研究[J]. 电子技术应用，2023，49(4)：7-10.
英文引用格式：Lu Yun，Ding Wei，Wang Zicheng，et al. Research on energy consumption modeling method for 5G wireless communication equipment based on AI algorithm[J]. Application of Electronic Technique，2023，49(4)：7-10.

Research on energy consumption modeling method for 5G wireless communication equipment based on AI algorithm

Abstract：Based on a large amount of energy consumption, performance indicators and base station configuration data that can be collected in the 5G network management system, this paper uses machine learning algorithms to establish an energy consumption calculation model for common AAU equipment on the existing network, and verifies the accuracy of the model. The test results show that the accuracy of the energy consumption calculation models established by this scheme for several common AAU devices in the existing network has reached more than 97%, which fully proves that the energy consumption modeling method has high practicability and promotion value.

Key words :5G base station；AAU energy consumption；modeling；machine learning algorithms