The explosive growth of mobile data traffic has resulted in a significant increase in the energy consumption of 5G base stations (BSs). However, the e
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The real data in terms of the power consumption and traffic load have been obtained from continuous measurements performed on a fully operated base station site. Measurements show the existence of
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Abstract—The energy consumption of the fifth generation (5G) of mobile networks is one of the major concerns of the telecom industry. However, there is not currently an accurate and
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1 Hardware Hardware Energy Energy It is based on lowering the basic energy consumption of the base station. By modifying the hardware architecture design, improving the
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At present, 5G mobile traffic base stations in energy consumption accounted for 60% ~ 80%, compared with 4G energy consumption increased three times. In the future, high-density
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How many 5G base stations are there in China? According to the white paper of the China Center for Information Industry Development on 5G industry development, the number of 5G base stations built
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The company''s goal is to reduce the peak power consumption of 5G base stations to twice that of 4G by 2025. By the end of March 2021, the number of 5G base stations in China had reached
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To address this, we propose a novel deep learning model for 5G base station energy consumption estimation based on a real-world dataset. Unlike existing methods, our approach
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Generally, cellular networks consist of a core network, the radio access network (RAN) - which includes base stations and transport networks such as the backhaul network, and the user
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Green transformation of network architecture: China Mobile is actively advancing CRAN deployment and streamlining base station upgrades. By simplifying the network, equipment and
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