<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>In this paper, a network slice resource allocation algorithm based on delay sensing is proposed for the problems of service delay and QoS reduction, and resource utilization reduction caused by unreasonable network slice resource allocation. MIMO technology is being studied to establish a communication system that supports multiple inputs and outputs for channels. A resource preallocation method for 5G edge computing is proposed by reasonably allocating resources in the 5G edge computing environment. Then, the performance of the 5G network is optimized, and the optimized network performance is analyzed based on case studies. The results show that the buffer depth of the optimized 5G network is reduced by 1.25, the network delay is reduced by 0.02s, and the network throughput is significantly improved. This study provides the theoretical basis and technical support for the further development of a smart grid in a 5G environment.</p>
</abstract>

In this paper, a network slice resource allocation algorithm based on delay sensing is proposed for the problems of service delay and QoS reduction, and resource utilization reduction caused by unreasonable network slice resource allocation. MIMO technology is being studied to establish a communication system that supports multiple inputs and outputs for channels. A resource preallocation method for 5G edge computing is proposed by reasonably allocating resources in the 5G edge computing environment. Then, the performance of the 5G network is optimized, and the optimized network performance is analyzed based on case studies. The results show that the buffer depth of the optimized 5G network is reduced by 1.25, the network delay is reduced by 0.02s, and the network throughput is significantly improved. This study provides the theoretical basis and technical support for the further development of a smart grid in a 5G environment.

5G Network Performance Optimization Strategies for Smart Grids

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

{"article-title":"5G Network Performance Optimization Strategies for Smart Grids"}

In this paper, a network slice resource allocation algorithm based on delay sensing is proposed for the problems of service delay and QoS reduction, and...

5G Network Performance Optimization Strategies for Smart Grids

Published Online: Jun 03, 2024

Page range: -

Received: Feb 29, 2024

Accepted: May 03, 2024

DOI: https://doi.org/10.2478/amns-2024-1346

Keywords
Mimo technology, Edge computing, smart grid, Network slicing, 5G network

© 2024 Honglei Yao, et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

5G Network Performance Optimization Strategies for Smart Grids

Published Online: Jun 03, 2024

Page range: -

Received: Feb 29, 2024

Accepted: May 03, 2024

DOI: https://doi.org/10.2478/amns-2024-1346

KeywordsMimo technology, Edge computing, smart grid, Network slicing, 5G network

© 2024 Honglei Yao, et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Mimo technology, Edge computing, smart grid, Network slicing, 5G network