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Author:

Li, Qi (Li, Qi.) | Wang, Jingjing (Wang, Jingjing.) | Si, Pengbo (Si, Pengbo.) | Zhang, Yibo (Zhang, Yibo.) | Chen, Jianrui (Chen, Jianrui.) | Jiang, Chunxiao (Jiang, Chunxiao.)

Indexed by:

EI Scopus SCIE

Abstract:

Efficient data processing is crucial for industrial Internet of Things (IIoT) applications, but the limited energy and computing resources in IIoT devices (IIoT-Ds) pose constraints. This article utilizes a unmanned aerial vehicle (UAV) as a computing server for enhanced IIoT mission execution. Specifically, the energy consumption of IIoT-Ds and the UAV, as well as the weighted cost of the communication and computing scheduling strategy in the UAV-aided IIoT, are jointly taken into account. An optimization problem based on the system energy consumption is built under the constraints of UAV motion, computing offloading, and transmitting power allocation. A problem decoupling-based alternating optimization method is proposed to solve the minimization problem by decomposing it into three subproblems: 1) UAV motion optimization; 2) computing offloading configuration; and 3) transmitting power allocation. Through comparing the proposed communication and computing scheduling strategy with existing methods, simulation results illustrate its attainment of quasi-optimal performance, thereby validating the effectiveness of the alternating optimization method.

Keyword:

unmanned aerial vehicle (UAV) Industrial Internet of Things (IIoT) Communication and computing scheduling

Author Community:

  • [ 1 ] [Li, Qi]Beijing Univ Technol, Sch Informat & Commun Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Si, Pengbo]Beijing Univ Technol, Sch Informat & Commun Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Zhang, Yibo]Beijing Univ Technol, Sch Informat & Commun Engn, Beijing 100124, Peoples R China
  • [ 4 ] [Wang, Jingjing]Beihang Univ, Sch Cyber Sci & Technol, Beijing 100191, Peoples R China
  • [ 5 ] [Chen, Jianrui]Beihang Univ, Sch Cyber Sci & Technol, Beijing 100191, Peoples R China
  • [ 6 ] [Wang, Jingjing]Beihang Univ, Hangzhou Innovat Inst, Hangzhou 310051, Peoples R China
  • [ 7 ] [Jiang, Chunxiao]Tsinghua Univ, Tsinghua Space Ctr, Beijing 100084, Peoples R China

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Source :

IEEE INTERNET OF THINGS JOURNAL

ISSN: 2327-4662

Year: 2024

Issue: 18

Volume: 11

Page: 30430-30441

1 0 . 6 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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