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author:

Zhang, Xinyu (Zhang, Xinyu.) [1] | Zhao, Yisheng (Zhao, Yisheng.) [2] (Scholars:赵宜升) | You, Hongyi (You, Hongyi.) [3] | Jian, Kaige (Jian, Kaige.) [4] | Liang, Li (Liang, Li.) [5]

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EI Scopus

Abstract:

Aiming at the problem of limited energy stored in unmanned aerial vehicle (UAV), a resource allocation strategy for UAV-assisted edge computing in wireless powered communication networks is investigated in this paper. By deploying a laser beam director on the ground, sufficient energy can be provided for the UAV in a short period of time. Then, multiple ground terminals obtain energy from this UAV by radio frequency energy harvesting method and offload their computational tasks to the UAV with edge server. The resource allocation problem is modeled as an optimization problem. The optimization objective is to minimize the total energy consumption of the UAV subject to the constraints of energy and data causality, computational resources, and transmitting power. The suboptimal solution is obtained by introducing an imperialist competitive algorithm. Simulation results show that the imperialist competitive algorithm consumes less energy compared with the particle swarm optimization algorithm and the equal upload time allocation method. © 2024 IEEE.

Keyword:

Aircraft communication Edge computing Energy utilization Particle swarm optimization (PSO) Resource allocation Unmanned aerial vehicles (UAV)

Community:

  • [ 1 ] [Zhang, Xinyu]College of Physics and Information Engineering, Fuzhou University, Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou, China
  • [ 2 ] [Zhao, Yisheng]College of Physics and Information Engineering, Fuzhou University, Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou, China
  • [ 3 ] [You, Hongyi]College of Physics and Information Engineering, Fuzhou University, Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou, China
  • [ 4 ] [Jian, Kaige]College of Physics and Information Engineering, Fuzhou University, Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou, China
  • [ 5 ] [Liang, Li]College of Physics and Information Engineering, Fuzhou University, Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou, China

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ISSN: 1550-2252

Year: 2024

Language: English

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ESI Highly Cited Papers on the List: 0 Unfold All

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30 Days PV: 5

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