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author:

Xu, Yinghao (Xu, Yinghao.) [1] | Deng, Fukang (Deng, Fukang.) [2] | Zhang, Jianshan (Zhang, Jianshan.) [3]

Indexed by:

Scopus SCIE

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.

Keyword:

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

Community:

  • [ 1 ] [Xu, Yinghao]Fuzhou Univ, Maynooth Univ Int Engn Coll, Fuzhou 350108, Peoples R China
  • [ 2 ] [Deng, Fukang]Fuzhou Univ, Coll Comp & Data Sci, Fuzhou 350108, Peoples R China
  • [ 3 ] [Deng, Fukang]Fujian Key Lab Network Comp & Intelligent Informat, Fuzhou 350108, Peoples R China
  • [ 4 ] [Zhang, Jianshan]Fujian Key Lab Network Comp & Intelligent Informat, Fuzhou 350108, Peoples R China
  • [ 5 ] [Zhang, Jianshan]Minjiang Univ, Coll Comp & Control Engn, Fuzhou 350108, Peoples R 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: 4

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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