What is 5G Energy Consumption?
Increased consumption has raised the importance of 5G energy savings for operators and service providers who already dedicate a considerable portion their OPEX budgets to power.
According to the energy consumption characteristics of the base station, a 5G base station energy consumption prediction model based on the LSTM network is constructed to provide data support for the subsequent BSES aggregation and collaborative scheduling.
“A 5G base station is generally expected to consume roughly three times as much power as a 4G base station. And more 5G base stations are needed to cover the same area,” -IEEE Spectrum, 5G's Waveform Is a Battery Vampire
• The 5G base station energy consumption prediction model based on LSTM proposed in this paper takes into account the energy consumption characteristics of 5G base stations. The prediction results have high accuracy and provide data support for the subsequent research on BSES aggregation and optimal scheduling.
With the rapid development of 5G base station construction, significant energy storage is installed to ensure stable communication. However, these storage re...
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