In response to the current widespread issue of high energy consumption in 5G base stations, this article conducts overall design, hardware design, and software design of
The research and application of energy-saving technology for 5G wireless networks are significant for the emission-reduction work of Communication Operators. The
A base station control algorithm based on Multi-Agent Proximity Policy Optimization (MAPPO) is designed. In the constructed 5G UDN model, each base station is considered as
The intelligent power system can monitor the operating status of the power equipment of the communication base station in real time. When an abnormality is detected,
The Definition of Energy Saving MeasurementIntroduction to The Model Usage AlgorithmThe Overview of GBRT AlgorithmNew Energy Saving FormulaThere are two parts in the energy saving calculation system and method of the main base station communication equipment. The first step is to select the appropriate modeling indexes to reduce index dimension based on the above algorithm from more than 100 indicators of network management through the chi-square test, Pearson correlation analysis and...See more on link.springer ACM Digital Library
The research and application of energy-saving technology for 5G wireless networks are significant for the emission-reduction work of Communication Operators. The
On the basis of ensuring smooth user communication and normal operation of base stations, it realizes orderly regulation of energy storage for large-scale base stations,
The intelligent power system can monitor the operating status of the power equipment of the communication base station in real time.
With the rapid development of mobile communication, the major operators speed up the pace of network construction, the number of base stations increases significantly, the
Aiming at minimizing the base station (BS) energy consumption under low and medium load scenarios, the 3GPP recently completed a Release 18 study on energy saving
To further explore the energy-saving potential of 5 G base stations, this paper proposes an energy-saving operation model for 5 G base stations that incorporates
The Energy Saving Measurement System and Method of Main Base Station Communication Equipment February 2023 DOI: 10.1007/978-981-19-9968-0_125
Network energy-saving techniques tune the parameters and protocols of networks for interference mitigation, resource optimization, and energy saving. It is a prerequisite to understand key
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