Apr 1, 2022 · The Huangang and Hai''an offshore wind farms of Jiangsu Longyuan Offshore Wind Power Co., Ltd., a subsidiary of China Energy Investment Corporation, completed the first
Feb 15, 2024 · In view of the impact of changes in communication volume on the emergency power supply output of base station energy storage in distribution network fault areas, this
Feb 5, 2024 · In view of the special needs of the communication system, a communication system scheme for offshore wind farms based on 5G technology is proposed. </sec><sec>
Mar 1, 2024 · In parallel, the deployment of 5th-generation mobile network (5G) infrastructures has rapidly expanded in recent years. The limited penetration capability of millimeter waves
Dec 1, 2023 · As an indispensable part of 5G communication system, a 5G base station (5G BS) typically consists of communication equipment and its affiliated electrical facilities, which are
Dec 1, 2023 · The growing penetration of 5G base stations (5G BSs) is posing a severe challenge to efficient and sustainable operation of power distribution systems (PDS) due to their huge
Jun 3, 2025 · The arrival of 5G, the fifth generation of wireless technology, ushers in an era of unprecedented connectivity, speed, and innovation. At the heart of this transformative shift lies
To improve the energy eficiency of 5G networks, it is imperative to develop sophisticated models that accurately reflect the influence of base station (BS) attributes and operational conditions on energy usage.
Abstract—The introduction of fifth-generation (5G) radio tech-nology has revolutionized communications, bringing unprece-dented automation, capacity, connectivity, and ultra-fast, reliable communications. However, this technological leap comes with (BSs), which account for over 70% of the network’s energy usage .
However, the communication operator builds the BS to complement the 5G signal, and the establishment of a communication BS does not mean the establishment of a dedicated power wireless network. EMC can also communicate by accessing a normal 5G network but at a reduced reliability and transmission rate.
However, this technological leap comes with a substantial increase in energy consumption. Compared to its predecessor, the fourth-generation (4G) network, the energy consumption of the 5G network is approximately three times higher .
II. 5G RADIO UNIT DATASET In this section, we introduce the 5G Radio Unit Dataset. The dataset used in our study comprised 102,705 hourly measurements collected over a period of 8 days. Each sample encapsulates a variety of features, classified into four main categories:
Extensive experiments on real-world 5G network measurement data are conducted to examine the superiority of the proposed design over the existing baselines in diverse test scenarios. The Mean Absolute Percentage Error (MAPE) improved from 12.75% in the existing method to 4.98%, resulting in a performance enhancement of over 60% for the algorithm.
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