Smart Grid and Innovative Frontiers in Telecommunications. 5th EAI International Conference, SmartGIFT 2020, Chicago, USA, December 12, 2020, Proceedings

Research Article

Resource Prediction and Allocation Method for 5G C-RAN Based on Power Internet of Things

  • @INPROCEEDINGS{10.1007/978-3-030-73562-3_2,
        author={Junfeng Lv and Zifan Li and Bozhong Li and Fang Chen and Zhengyuan Liu and Peng Yu},
        title={Resource Prediction and Allocation Method for 5G C-RAN Based on Power Internet of Things},
        proceedings={Smart Grid and Innovative Frontiers in Telecommunications. 5th EAI International Conference, SmartGIFT 2020, Chicago, USA, December 12, 2020, Proceedings},
        proceedings_a={SMARTGIFT},
        year={2021},
        month={7},
        keywords={Ubiquitous power internet of things Electric power wireless network C-RAN Genetic algorithm},
        doi={10.1007/978-3-030-73562-3_2}
    }
    
  • Junfeng Lv
    Zifan Li
    Bozhong Li
    Fang Chen
    Zhengyuan Liu
    Peng Yu
    Year: 2021
    Resource Prediction and Allocation Method for 5G C-RAN Based on Power Internet of Things
    SMARTGIFT
    Springer
    DOI: 10.1007/978-3-030-73562-3_2
Junfeng Lv1, Zifan Li1, Bozhong Li1, Fang Chen1, Zhengyuan Liu2, Peng Yu2
  • 1: State Grid Information and Telecommunication Branch
  • 2: Beijing University of Posts and Telecommunications

Abstract

The construction of power Internet of things is an important practice of network power strategy, which can greatly improve the coordination and data connectivity between various businesses of power grid. With the continuous maturity of 5G technology, it also can be used as an alternative access network solution. Facing the power Internet of things, this paper discusses the feasibility of C-RAN cloud wireless access network architecture in the power Internet of things access. Furthermore, this paper designs the base station traffic prediction algorithm based on LSTM and the network resource allocation algorithm based on genetic algorithm, which improves the utilization efficiency of network resources, and is of great significance for the future access network in the power industry to save construction costs and energy consumption.