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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.
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.
5G networks divide coverage areas into smaller zones called cells, enabling devices to connect to local base stations via radio. Each station connects to the broader telephone network and the Internet through high-speed optical fiber or wireless backhaul.
In the 5G technology framework, the 5G base station comprises macro and micro variants. The micro base station serves indoor blind spots with minimal power consumption. The macro base station exhibits greater potential for demand response. This section primarily analyzes the current mainstream commercial 5G macro base stations.
Base stations are the backbone of wireless networks, facilitating communication between mobile devices and the network infrastructure. In LTE (Long Term Evolution) networks, these base stations are known as eNodeBs (evolved Node Bs), while in 5G networks, they are referred to as gNodeBs (next-generation Node Bs).
5G networks divide coverage areas into smaller zones called cells, enabling devices to connect to local base stations via radio. Each station connects to the broader telephone network and the Internet through high-speed optical fiber or wireless backhaul.
5G Base Stations: Compared to 4G base stations, 5G brings higher data throughput and power density, significantly increasing heat generation. Therefore, the performance requirements for thermal materials are much higher. ● Small/Micro Base Stations: These base stations are compact, with limited space, making thermal design more challenging.
In particular, the 5G base station significantly requires more energy compared to the 4G system, especially when higher frequencies are in action. Due to the very short range of millimeter waves, several stations are required for getting complete coverage. This in turn, increases the overall energy consumption.
Iran's Communications Regulatory Authority (CRA) recently announced plans to award 5G licences in the 3.5GHz band, while rival MNO Mobile Communication Company of Iran (MCI) is expected to announce its own commercial 5G launch in the near future.
State-owned MCI has expanded its 5G coverage with a launch on the island of Kish, off the coast of southern Iran. The launch coincided with the KITEX 2022 International Exhibition which has been taking place this week on the island. MCI first introduced 5G services in Tehran in March 2021.
In the National Conference on Iranian 5G Telecommunications, Irancell CEO declared that the number of the company's 5G sites will double by the end of 2024.
Operators have invested in broadening the reach of their LTE networks, which has increased network capacity and improved the quality of mobile broadband services. The country is also looking to 5G, with services having been launched by MCI and MTN Irancell in early 2021.
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