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.
During main power failures, the energy storage device provides emergency power for the communication equipment. A set of 5G base station main communication equipment is generally composed of a baseband BBU unit and multiple RF AAU units. Equation 1 serves as the base station load model:
The research on 5G base station load forecasting technology can provide base station operators with a reasonable arrangement of energy supply guidance, and realize the energy saving and emission reduction of 5G base stations.
To meet the communication requirements of large capacity and low delay, the commissioning of new equipment has significantly improved the performance of 5G base stations compared with the previous generation base stations. At the same time, the new equipment has altered the power load characteristics of base stations.
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However, the operation of 5G base stations (BSs) incurs more power consumption cost for telecom operator and occupies the majority of the energy consumption in cellular …
To solve this problem, a two-step energy management method that coordinates 5G macro BSs for 5G networks with user …
The coordination among the communication equipment and the standard equipment in 5G macro BSs is developed to reduce both the …
Abstract In today’s 5G era, the energy efficiency (EE) of cellular base stations is crucial for sustainable communication. Recognizing this, Mobile Network Operators are …
Importantly, this study item indicates that new 5G power consumption models are needed to accurately develop and optimize new energy saving solutions, while also …
This work explores the factors that affect the energy storage reserve capacity of 5G base stations: communication volume of the base station, power consumption of the base …
Accurate energy consumption modeling is essential for developing energy-efficient strategies, enabling operators to optimize resource uti-lization while maintaining network …
The number of 5G base stations (BSs) has soared in recent years due to the exponential growth in demand for high data rate mobile communication traffic from various …
Therefore, in response to the impact of communication load rate on the load of 5G base stations, this paper proposes a base station energy storage auxiliary power grid peak …
In communication network planning, a rational base station layout plays a crucial role in improving communication speed, ensuring service quality, and reducing investment …
With the rapid development of 5G base station construction, significant energy storage is installed to ensure stable communication. …
The coordination among the communication equipment and the standard equipment in 5G macro BSs is developed to reduce both the energy consumption and the …
References (150) Figures (10) Abstract and Figures In today’s 5G era, the energy efficiency (EE) of cellular base stations is crucial for sustainable communication.
Then, it proposed a 5G energy storage charge and discharge scheduling strategy. It also established a model for 5G base station energy storage to participate in coordinated …
As 5G serves as the foundation for the construction of new infrastructure, China, as the world leader in 5G base station construction, has already built over 1.4 million 5G base …
Optimizing energy consumption and aggregating energy storage capacity can alleviate 5G base station (BS) operation cost, ensure power supply reliability, and provide …
This paper proposes a double-layer clustering method for 5G base stations and an integrated centralized-decentralized control strategy for their participation in frequency …
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 …
Abstract With the increasing amounts of terminal equipment with higher requirements of communication quality in the emerging fifth generation mobile communication network (5G), …
With the rapid development of 5G base station construction, significant energy storage is installed to ensure stable communication. However, these storage re...
References (150) Figures (10) Abstract and Figures In today’s 5G era, the energy efficiency (EE) of cellular base stations is crucial for …
TS 103 786 - V1.3.1 - Environmental Engineering (EE); Measurement method for energy efficiency of wireless access network equipment; Dynamic energy efficiency …
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