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author:

Xu, Y. (Xu, Y..) [1] | Deng, F. (Deng, F..) [2] | Zhang, J. (Zhang, J..) [3]

Indexed by:

Scopus

Abstract:

Computation-intensive applications offloading is challenging, especially in the designated regions where communication infrastructure is absent or compromised. In this paper, we present a Space–Air–Ground integrated Mobile Edge Computing (SAGiMEC) system for these regions to provide quality computational services, where the unmanned aerial vehicles (UAVs) act as in-fight edge servers to provide low-latency edge computing and the satellite provides resident cloud computing. A joint optimization problem is formulated considering UAV deployment, ground device (GD) access, and computation offloading to minimize the system average response latency. To cope with the problem’s complexity, we propose a Particle Swarm Optimization (PSO) and Greedy Strategy (GS)-based algorithm (PSO&GS) to obtain an approximate optimal solution. Extensive simulations validate the convergence of the proposed algorithm. Numerical results show that the proposed approach has excellent convergence, and the system average response latency is about 0.65x–0.85x that of the benchmark algorithm. © 2023 by the authors.

Keyword:

computation offloading device access mobile edge computing space–air–ground integrated UAV deployment

Community:

  • [ 1 ] [Xu Y.]Maynooth University International Engineering College, Fuzhou University, Fuzhou, 350108, China
  • [ 2 ] [Deng F.]College of Computer and Data Science, Fuzhou University, Fuzhou, 350108, China
  • [ 3 ] [Deng F.]Fujian Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, 350108, China
  • [ 4 ] [Zhang J.]Fujian Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, 350108, China
  • [ 5 ] [Zhang J.]College of Computer and Control Engineering, Minjiang University, Fuzhou, 350108, China

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Source :

Mathematics

ISSN: 2227-7390

Year: 2023

Issue: 18

Volume: 11

2 . 3

JCR@2023

2 . 3 0 0

JCR@2023

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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