2023
DOI: 10.1109/access.2023.3244242
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Edge Computing Resource Allocation Method for Mining 5G Communication System

Abstract: In the actual production of coal mines, the transmission needs of existing underground applications cannot be met due to a lack of strategies and customized equipment for underground 5G application scenarios, which causes increased underground data processing delay and low transmission efficiency. To solve the problem above, the mobile edge computing (MEC) technology based on the 5G wireless base station is studied, and underground 5G communication capabilities is improved by edge caching and dynamic resource … Show more

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Cited by 7 publications
(8 citation statements)
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“…It provides a solid definition of the reliability of communication systems. In all the publications reviewed by the authors of this paper, only the authors of [14] defined reliability, which was while discussing private 5G networks; thus, it is imperative that we add to this definition to cover communication reliability conclusively; 3.…”
Section: Summary Of Contributionsmentioning
confidence: 99%
“…It provides a solid definition of the reliability of communication systems. In all the publications reviewed by the authors of this paper, only the authors of [14] defined reliability, which was while discussing private 5G networks; thus, it is imperative that we add to this definition to cover communication reliability conclusively; 3.…”
Section: Summary Of Contributionsmentioning
confidence: 99%
“…This subsection gives an outline of the 5G design, its key parts, and the fundamental innovations that empower its high-level abilities. The 5G architecture can be divided into three main components: the radio access network (RAN), the core network (CN), and the user equipment (UE) as illustrated in Figure 2 [36]. The wireless communication between the UE and the CN is the responsibility of the RAN.…”
Section: G Architecturementioning
confidence: 99%
“…The smartphones, tablets, and IoT devices that are connected to the 5G network are referred to as the UE. To fully utilize the capabilities of the network, these devices must support the advanced features of 5G, such as new waveform designs and higher frequency bands [36].…”
Section: G Architecturementioning
confidence: 99%
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“…Some deep learning algorithms may face speed challenges due to computational resource limitations. Additionally, coal mine working faces are often constrained by computational resources, necessitating lightweight algorithms for rapid image processing and recognition in resource-constrained environments [ 26 ].…”
Section: Introductionmentioning
confidence: 99%