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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.
This growth was attributed mainly to the introduction of 5G. Notably, Korea was highlighted as follows: 1st in 5G Base Stations Relative to Population: Korea has 593 base stations per 100,000 inhabitants, ranking first ahead of Lithuania (328) and Finland (251).
In the report, South Korea ranked first among 29 countries, including non-OECD members such as China and the European Union, in “5G base station deployment.” The country recorded 593 5G base stations per 100,000 inhabitants, significantly surpassing Lithuania (328) and Finland (251).
There were 30.76 million 5G network users in South Korea in June, accounting for about 38% of the total 80.23 million mobile subscriptions in the country, according to data from the Ministry of Science and ICT. Source: Reuters
South Korea is often viewed as a bellwether for the 5G business, largely because the country was first in widescale 5G deployment and its regulator collects detailed information about the adoption of the technology.
Although Mongolia's sparse population and vast territory require large investments in constructing 5G infrastructure, mobile network operator companies are starting to launch 5G networks in stages, having successfully tested the network.
Mongolians first experienced 5G in 2022 when Unitel introduced the country's very first 5G pilot site in Ulaanbaatar. A year later, the company expanded its efforts by rolling out pilot networks across all 21 provincial centers, laying the groundwork for today's full-scale nationwide launch.
Unitel (GSM)- The No.1 ICT group in Mongolia who have the first and nationwide 3G/4G/5G network. Mobicom Corporation (GSM) – The first mobile operator. service resembling that of landlines, but uses technology similar to mobile phones.
With this rollout, Mongolians now join over 2 billion people worldwide who have access to 5G services. As the technology becomes a key driver of innovation, Mongolia aims to achieve 5G coverage for 70% of its population by 2027.
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