With the rapid development of 5G base station construction, significant energy storage is installed to ensure stable communication. However, these storage re...
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.
The 5G communication base station can be regarded as a power consumption system that integrates communication, power, and temperature coupling, which is composed of three major pieces of equipment: the communication system, energy storage system, and temperature control system.
At present, the energy-saving strategies for 5G base stations are mainly divided into two categories: hardware and software. Compared to hardware energy-saving technology, its research and development, production, and application cycle is longer, while software energy-saving technology shows higher flexibility.
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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 …
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Renewable energy is considered a viable and practical approach to power the small cell base station in an ultra-dense 5G network infrastructure to reduce the energy …
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Bringing base-station intelligence into 5G operations must be a priority for CSPs The ‘Smart 5G with intelligent computing’ Catalyst demonstrates how AI deployed at the network …
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Optimizing energy consumption and aggregating energy storage capacity can alleviate 5G base station (BS) operation cost, ensure power supply reliability, and provide …
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College of Electrical and Information Engineering, Hunan University, Changsha, China With the rapid development of 5G base …
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College of Electrical and Information Engineering, Hunan University, Changsha, China With the rapid development of 5G base station construction, significant energy storage …
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In today’s 5G era, the energy efficiency (EE) of cellular base stations is crucial for sustainable communication. Recognizing this, Mobile Network Operators are actively prioritizing EE for …
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With the rapid development of the digital new infrastructure industry, the energy demand for communication base stations in smart …
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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 …
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The rapid development of 5G has greatly increased the total energy storage capacity of base stations. How to fully utilize the often dormant base station energy storage …
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The number of 5G base stations has reached 5.94 million, and the number of 5G users is over 1.87 billion. To deal with the high energy consumption, telecom operators are …
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With the rapid development of the digital new infrastructure industry, the energy demand for communication base stations in smart grid systems is escalating daily. The …
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